library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(ylglearning)
## Loading required package: data.table
## 
## Attaching package: 'data.table'
## The following objects are masked from 'package:dplyr':
## 
##     between, first, last
library(probly)
## 
## Attaching package: 'probly'
## The following object is masked from 'package:ylglearning':
## 
##     CachedFit
data(ylgData)
data(splt_rl_betas)
data(splt_lowfi_outcomes)
ylgData$subject_name <- as.numeric(ylgData$subject_name)
ylgData$sample <- ifelse(ylgData$subject_name > 99 & ylgData$subject_name < 300,
                         'TDS2',
                         ifelse(ylgData$subject_name > 299 & ylgData$subject_name < 400,
                                'TDS1',
                                ifelse(ylgData$subject_name > 399,
                                       'TDS3', NA)))
id_correspondence <- readr::read_csv('/data/jflournoy/split/probly/splt_anon_id.csv')
## Parsed with column specification:
## cols(
##   id = col_character(),
##   sample = col_character(),
##   anon_id = col_double(),
##   anon_sample = col_character(),
##   exclude = col_double(),
##   reason = col_character()
## )
ylgData$subject_name <- as.character(ylgData$subject_name)
ylgData_deid <- dplyr::left_join(ylgData, id_correspondence,
                                 by = c('subject_name' = 'id',
                                        'sample' = 'sample')) %>%
    dplyr::filter(is.na(exclude), !is.na(anon_id)) %>%
    dplyr::select(-subject_name, -sample) %>%
    dplyr::rename(id = anon_id, sample = anon_sample)
ylgData_deid_sum <- ylgData_deid %>%
    dplyr::filter(run_index %in% 3:8) %>%
    dplyr::group_by(id, type) %>%
    dplyr::summarize(pGo = mean(goDec, na.rm = T)) %>%
    tidyr::spread(type, pGo) %>%
    dplyr::mutate(`M-E` = M - E,
                  `L-M` = L - M)

parlevels <- unlist(lapply(c('ep_prm', 'rho_prm', 'xi_prm', 'b'), function(x) paste(x, unique(splt_rl_betas$condition), sep = '_')))
lowfiparlevels <- unlist(paste('lowfi', unique(splt_rl_betas$condition), sep = '_'))

splt_rl_betas_w <- splt_rl_betas %>%
    dplyr::filter(condition != 'Hungry/Thirsty - Hungry/Thirsty') %>%
    tidyr::unite(par, parameter, condition) %>%
    dplyr::mutate(par = factor(par, levels = parlevels)) %>%
    dplyr::select(median, par, id, sample) %>%
    tidyr::spread(par, median)

splt_lowfi_outcomes_w <- splt_lowfi_outcomes %>%
    ungroup() %>%
    dplyr::filter(outcome == 'bin_5_to_end', condition != 'Hungry/Thirsty - Hungry/Thirsty') %>%
    dplyr::select(-outcome) %>%
    dplyr::mutate(condition = factor(paste0('lowfi_', condition), levels = lowfiparlevels)) %>%
    tidyr::spread(condition, value)

splt_rl_ylg <- dplyr::left_join(
    dplyr::left_join(
        dplyr::filter(splt_rl_betas_w, grepl('adolescents', sample)),
        splt_lowfi_outcomes_w),
    ylgData_deid_sum,
    by = c('id' = 'id'))
## Joining, by = "id"
ggcorplot(dplyr::select(splt_rl_ylg, -id, -sample), method = 'spearman', min = 0.05, mid = .8)

psych::corr.test(dplyr::select(splt_rl_ylg, -id, -sample), method = 'spearman')
## Call:psych::corr.test(x = dplyr::select(splt_rl_ylg, -id, -sample), 
##     method = "spearman")
## Correlation matrix 
##                                            ep_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                       1.00
## ep_prm_Dating/Looking                                       0.67
## ep_prm_Popular/Unpopular                                    0.74
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.03
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.20
## rho_prm_Hungry/Thirsty                                     -0.12
## rho_prm_Dating/Looking                                     -0.15
## rho_prm_Popular/Unpopular                                  -0.09
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.02
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.10
## xi_prm_Hungry/Thirsty                                       0.19
## xi_prm_Dating/Looking                                       0.17
## xi_prm_Popular/Unpopular                                    0.15
## xi_prm_Dating/Looking - Hungry/Thirsty                     -0.11
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  -0.13
## b_Hungry/Thirsty                                            0.04
## b_Dating/Looking                                            0.00
## b_Popular/Unpopular                                         0.02
## b_Dating/Looking - Hungry/Thirsty                          -0.07
## b_Popular/Unpopular - Hungry/Thirsty                       -0.06
## lowfi_Hungry/Thirsty                                        0.10
## lowfi_Dating/Looking                                       -0.11
## lowfi_Popular/Unpopular                                    -0.01
## lowfi_Dating/Looking - Hungry/Thirsty                      -0.10
## lowfi_Popular/Unpopular - Hungry/Thirsty                   -0.04
## E                                                          -0.02
## L                                                          -0.04
## M                                                          -0.14
## M-E                                                        -0.11
## L-M                                                         0.03
##                                            ep_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                       0.67
## ep_prm_Dating/Looking                                       1.00
## ep_prm_Popular/Unpopular                                    0.75
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.68
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.44
## rho_prm_Hungry/Thirsty                                     -0.09
## rho_prm_Dating/Looking                                     -0.02
## rho_prm_Popular/Unpopular                                  -0.05
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.30
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.23
## xi_prm_Hungry/Thirsty                                       0.20
## xi_prm_Dating/Looking                                       0.14
## xi_prm_Popular/Unpopular                                    0.12
## xi_prm_Dating/Looking - Hungry/Thirsty                     -0.33
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  -0.28
## b_Hungry/Thirsty                                            0.05
## b_Dating/Looking                                            0.03
## b_Popular/Unpopular                                        -0.05
## b_Dating/Looking - Hungry/Thirsty                          -0.07
## b_Popular/Unpopular - Hungry/Thirsty                       -0.18
## lowfi_Hungry/Thirsty                                       -0.08
## lowfi_Dating/Looking                                        0.11
## lowfi_Popular/Unpopular                                     0.07
## lowfi_Dating/Looking - Hungry/Thirsty                       0.30
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.17
## E                                                           0.14
## L                                                           0.05
## M                                                           0.05
## M-E                                                        -0.10
## L-M                                                        -0.08
##                                            ep_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                          0.74
## ep_prm_Dating/Looking                                          0.75
## ep_prm_Popular/Unpopular                                       1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                         0.31
## ep_prm_Popular/Unpopular - Hungry/Thirsty                      0.76
## rho_prm_Hungry/Thirsty                                        -0.21
## rho_prm_Dating/Looking                                        -0.19
## rho_prm_Popular/Unpopular                                     -0.12
## rho_prm_Dating/Looking - Hungry/Thirsty                        0.23
## rho_prm_Popular/Unpopular - Hungry/Thirsty                     0.35
## xi_prm_Hungry/Thirsty                                          0.25
## xi_prm_Dating/Looking                                          0.20
## xi_prm_Popular/Unpopular                                       0.18
## xi_prm_Dating/Looking - Hungry/Thirsty                        -0.25
## xi_prm_Popular/Unpopular - Hungry/Thirsty                     -0.38
## b_Hungry/Thirsty                                              -0.01
## b_Dating/Looking                                              -0.06
## b_Popular/Unpopular                                           -0.09
## b_Dating/Looking - Hungry/Thirsty                             -0.11
## b_Popular/Unpopular - Hungry/Thirsty                          -0.14
## lowfi_Hungry/Thirsty                                          -0.15
## lowfi_Dating/Looking                                          -0.08
## lowfi_Popular/Unpopular                                        0.02
## lowfi_Dating/Looking - Hungry/Thirsty                          0.16
## lowfi_Popular/Unpopular - Hungry/Thirsty                       0.22
## E                                                              0.06
## L                                                             -0.04
## M                                                             -0.12
## M-E                                                           -0.20
## L-M                                                           -0.02
##                                            ep_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                        0.03
## ep_prm_Dating/Looking                                                        0.68
## ep_prm_Popular/Unpopular                                                     0.31
## ep_prm_Dating/Looking - Hungry/Thirsty                                       1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                    0.42
## rho_prm_Hungry/Thirsty                                                       0.01
## rho_prm_Dating/Looking                                                       0.11
## rho_prm_Popular/Unpopular                                                    0.04
## rho_prm_Dating/Looking - Hungry/Thirsty                                      0.28
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                   0.17
## xi_prm_Hungry/Thirsty                                                        0.09
## xi_prm_Dating/Looking                                                        0.00
## xi_prm_Popular/Unpopular                                                     0.01
## xi_prm_Dating/Looking - Hungry/Thirsty                                      -0.40
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                   -0.25
## b_Hungry/Thirsty                                                             0.08
## b_Dating/Looking                                                             0.05
## b_Popular/Unpopular                                                         -0.07
## b_Dating/Looking - Hungry/Thirsty                                           -0.02
## b_Popular/Unpopular - Hungry/Thirsty                                        -0.18
## lowfi_Hungry/Thirsty                                                        -0.09
## lowfi_Dating/Looking                                                         0.26
## lowfi_Popular/Unpopular                                                      0.12
## lowfi_Dating/Looking - Hungry/Thirsty                                        0.43
## lowfi_Popular/Unpopular - Hungry/Thirsty                                     0.22
## E                                                                            0.22
## L                                                                            0.07
## M                                                                            0.24
## M-E                                                                         -0.04
## L-M                                                                         -0.18
##                                            ep_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                           0.20
## ep_prm_Dating/Looking                                                           0.44
## ep_prm_Popular/Unpopular                                                        0.76
## ep_prm_Dating/Looking - Hungry/Thirsty                                          0.42
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                       1.00
## rho_prm_Hungry/Thirsty                                                         -0.12
## rho_prm_Dating/Looking                                                         -0.09
## rho_prm_Popular/Unpopular                                                      -0.05
## rho_prm_Dating/Looking - Hungry/Thirsty                                         0.21
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                      0.30
## xi_prm_Hungry/Thirsty                                                           0.14
## xi_prm_Dating/Looking                                                           0.09
## xi_prm_Popular/Unpopular                                                        0.08
## xi_prm_Dating/Looking - Hungry/Thirsty                                         -0.22
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                      -0.39
## b_Hungry/Thirsty                                                               -0.01
## b_Dating/Looking                                                               -0.07
## b_Popular/Unpopular                                                            -0.13
## b_Dating/Looking - Hungry/Thirsty                                              -0.09
## b_Popular/Unpopular - Hungry/Thirsty                                           -0.13
## lowfi_Hungry/Thirsty                                                           -0.20
## lowfi_Dating/Looking                                                            0.00
## lowfi_Popular/Unpopular                                                         0.06
## lowfi_Dating/Looking - Hungry/Thirsty                                           0.25
## lowfi_Popular/Unpopular - Hungry/Thirsty                                        0.27
## E                                                                               0.08
## L                                                                              -0.10
## M                                                                              -0.05
## M-E                                                                            -0.19
## L-M                                                                            -0.10
##                                            rho_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                       -0.12
## ep_prm_Dating/Looking                                       -0.09
## ep_prm_Popular/Unpopular                                    -0.21
## ep_prm_Dating/Looking - Hungry/Thirsty                       0.01
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   -0.12
## rho_prm_Hungry/Thirsty                                       1.00
## rho_prm_Dating/Looking                                       0.94
## rho_prm_Popular/Unpopular                                    0.93
## rho_prm_Dating/Looking - Hungry/Thirsty                     -0.59
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  -0.66
## xi_prm_Hungry/Thirsty                                       -0.52
## xi_prm_Dating/Looking                                       -0.54
## xi_prm_Popular/Unpopular                                    -0.52
## xi_prm_Dating/Looking - Hungry/Thirsty                       0.17
## xi_prm_Popular/Unpopular - Hungry/Thirsty                    0.24
## b_Hungry/Thirsty                                             0.17
## b_Dating/Looking                                             0.22
## b_Popular/Unpopular                                          0.16
## b_Dating/Looking - Hungry/Thirsty                            0.05
## b_Popular/Unpopular - Hungry/Thirsty                         0.05
## lowfi_Hungry/Thirsty                                         0.77
## lowfi_Dating/Looking                                         0.67
## lowfi_Popular/Unpopular                                      0.60
## lowfi_Dating/Looking - Hungry/Thirsty                       -0.09
## lowfi_Popular/Unpopular - Hungry/Thirsty                    -0.29
## E                                                            0.01
## L                                                            0.11
## M                                                           -0.01
## M-E                                                         -0.02
## L-M                                                          0.16
##                                            rho_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                       -0.15
## ep_prm_Dating/Looking                                       -0.02
## ep_prm_Popular/Unpopular                                    -0.19
## ep_prm_Dating/Looking - Hungry/Thirsty                       0.11
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   -0.09
## rho_prm_Hungry/Thirsty                                       0.94
## rho_prm_Dating/Looking                                       1.00
## rho_prm_Popular/Unpopular                                    0.91
## rho_prm_Dating/Looking - Hungry/Thirsty                     -0.33
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  -0.55
## xi_prm_Hungry/Thirsty                                       -0.56
## xi_prm_Dating/Looking                                       -0.61
## xi_prm_Popular/Unpopular                                    -0.58
## xi_prm_Dating/Looking - Hungry/Thirsty                       0.02
## xi_prm_Popular/Unpopular - Hungry/Thirsty                    0.18
## b_Hungry/Thirsty                                             0.16
## b_Dating/Looking                                             0.19
## b_Popular/Unpopular                                          0.13
## b_Dating/Looking - Hungry/Thirsty                            0.02
## b_Popular/Unpopular - Hungry/Thirsty                         0.03
## lowfi_Hungry/Thirsty                                         0.71
## lowfi_Dating/Looking                                         0.81
## lowfi_Popular/Unpopular                                      0.63
## lowfi_Dating/Looking - Hungry/Thirsty                        0.15
## lowfi_Popular/Unpopular - Hungry/Thirsty                    -0.18
## E                                                            0.00
## L                                                            0.15
## M                                                            0.05
## M-E                                                          0.04
## L-M                                                          0.15
##                                            rho_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                          -0.09
## ep_prm_Dating/Looking                                          -0.05
## ep_prm_Popular/Unpopular                                       -0.12
## ep_prm_Dating/Looking - Hungry/Thirsty                          0.04
## ep_prm_Popular/Unpopular - Hungry/Thirsty                      -0.05
## rho_prm_Hungry/Thirsty                                          0.93
## rho_prm_Dating/Looking                                          0.91
## rho_prm_Popular/Unpopular                                       1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                        -0.47
## rho_prm_Popular/Unpopular - Hungry/Thirsty                     -0.38
## xi_prm_Hungry/Thirsty                                          -0.51
## xi_prm_Dating/Looking                                          -0.56
## xi_prm_Popular/Unpopular                                       -0.57
## xi_prm_Dating/Looking - Hungry/Thirsty                          0.02
## xi_prm_Popular/Unpopular - Hungry/Thirsty                       0.00
## b_Hungry/Thirsty                                                0.19
## b_Dating/Looking                                                0.22
## b_Popular/Unpopular                                             0.20
## b_Dating/Looking - Hungry/Thirsty                               0.05
## b_Popular/Unpopular - Hungry/Thirsty                            0.08
## lowfi_Hungry/Thirsty                                            0.66
## lowfi_Dating/Looking                                            0.69
## lowfi_Popular/Unpopular                                         0.75
## lowfi_Dating/Looking - Hungry/Thirsty                           0.05
## lowfi_Popular/Unpopular - Hungry/Thirsty                       -0.01
## E                                                               0.01
## L                                                               0.13
## M                                                               0.01
## M-E                                                            -0.02
## L-M                                                             0.18
##                                            rho_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                         0.02
## ep_prm_Dating/Looking                                                         0.30
## ep_prm_Popular/Unpopular                                                      0.23
## ep_prm_Dating/Looking - Hungry/Thirsty                                        0.28
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                     0.21
## rho_prm_Hungry/Thirsty                                                       -0.59
## rho_prm_Dating/Looking                                                       -0.33
## rho_prm_Popular/Unpopular                                                    -0.47
## rho_prm_Dating/Looking - Hungry/Thirsty                                       1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                    0.62
## xi_prm_Hungry/Thirsty                                                         0.25
## xi_prm_Dating/Looking                                                         0.16
## xi_prm_Popular/Unpopular                                                      0.17
## xi_prm_Dating/Looking - Hungry/Thirsty                                       -0.52
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                    -0.34
## b_Hungry/Thirsty                                                             -0.04
## b_Dating/Looking                                                             -0.10
## b_Popular/Unpopular                                                          -0.11
## b_Dating/Looking - Hungry/Thirsty                                            -0.08
## b_Popular/Unpopular - Hungry/Thirsty                                         -0.07
## lowfi_Hungry/Thirsty                                                         -0.57
## lowfi_Dating/Looking                                                         -0.04
## lowfi_Popular/Unpopular                                                      -0.21
## lowfi_Dating/Looking - Hungry/Thirsty                                         0.66
## lowfi_Popular/Unpopular - Hungry/Thirsty                                      0.48
## E                                                                             0.08
## L                                                                             0.08
## M                                                                             0.19
## M-E                                                                           0.06
## L-M                                                                          -0.11
##                                            rho_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                            0.10
## ep_prm_Dating/Looking                                                            0.23
## ep_prm_Popular/Unpopular                                                         0.35
## ep_prm_Dating/Looking - Hungry/Thirsty                                           0.17
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                        0.30
## rho_prm_Hungry/Thirsty                                                          -0.66
## rho_prm_Dating/Looking                                                          -0.55
## rho_prm_Popular/Unpopular                                                       -0.38
## rho_prm_Dating/Looking - Hungry/Thirsty                                          0.62
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                       1.00
## xi_prm_Hungry/Thirsty                                                            0.40
## xi_prm_Dating/Looking                                                            0.33
## xi_prm_Popular/Unpopular                                                         0.25
## xi_prm_Dating/Looking - Hungry/Thirsty                                          -0.46
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                       -0.64
## b_Hungry/Thirsty                                                                -0.01
## b_Dating/Looking                                                                -0.08
## b_Popular/Unpopular                                                             -0.02
## b_Dating/Looking - Hungry/Thirsty                                               -0.06
## b_Popular/Unpopular - Hungry/Thirsty                                            -0.04
## lowfi_Hungry/Thirsty                                                            -0.72
## lowfi_Dating/Looking                                                            -0.33
## lowfi_Popular/Unpopular                                                         -0.08
## lowfi_Dating/Looking - Hungry/Thirsty                                            0.40
## lowfi_Popular/Unpopular - Hungry/Thirsty                                         0.75
## E                                                                                0.12
## L                                                                                0.02
## M                                                                                0.10
## M-E                                                                             -0.08
## L-M                                                                             -0.11
##                                            xi_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                       0.19
## ep_prm_Dating/Looking                                       0.20
## ep_prm_Popular/Unpopular                                    0.25
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.09
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.14
## rho_prm_Hungry/Thirsty                                     -0.52
## rho_prm_Dating/Looking                                     -0.56
## rho_prm_Popular/Unpopular                                  -0.51
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.25
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.40
## xi_prm_Hungry/Thirsty                                       1.00
## xi_prm_Dating/Looking                                       0.98
## xi_prm_Popular/Unpopular                                    0.96
## xi_prm_Dating/Looking - Hungry/Thirsty                     -0.25
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  -0.37
## b_Hungry/Thirsty                                            0.09
## b_Dating/Looking                                           -0.05
## b_Popular/Unpopular                                         0.09
## b_Dating/Looking - Hungry/Thirsty                          -0.12
## b_Popular/Unpopular - Hungry/Thirsty                       -0.02
## lowfi_Hungry/Thirsty                                       -0.71
## lowfi_Dating/Looking                                       -0.75
## lowfi_Popular/Unpopular                                    -0.65
## lowfi_Dating/Looking - Hungry/Thirsty                      -0.03
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.16
## E                                                           0.12
## L                                                          -0.10
## M                                                           0.00
## M-E                                                        -0.15
## L-M                                                        -0.21
##                                            xi_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                       0.17
## ep_prm_Dating/Looking                                       0.14
## ep_prm_Popular/Unpopular                                    0.20
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.09
## rho_prm_Hungry/Thirsty                                     -0.54
## rho_prm_Dating/Looking                                     -0.61
## rho_prm_Popular/Unpopular                                  -0.56
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.16
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.33
## xi_prm_Hungry/Thirsty                                       0.98
## xi_prm_Dating/Looking                                       1.00
## xi_prm_Popular/Unpopular                                    0.98
## xi_prm_Dating/Looking - Hungry/Thirsty                     -0.09
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  -0.23
## b_Hungry/Thirsty                                            0.07
## b_Dating/Looking                                           -0.05
## b_Popular/Unpopular                                         0.10
## b_Dating/Looking - Hungry/Thirsty                          -0.11
## b_Popular/Unpopular - Hungry/Thirsty                        0.00
## lowfi_Hungry/Thirsty                                       -0.70
## lowfi_Dating/Looking                                       -0.81
## lowfi_Popular/Unpopular                                    -0.71
## lowfi_Dating/Looking - Hungry/Thirsty                      -0.14
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.09
## E                                                           0.09
## L                                                          -0.12
## M                                                          -0.03
## M-E                                                        -0.13
## L-M                                                        -0.19
##                                            xi_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                          0.15
## ep_prm_Dating/Looking                                          0.12
## ep_prm_Popular/Unpopular                                       0.18
## ep_prm_Dating/Looking - Hungry/Thirsty                         0.01
## ep_prm_Popular/Unpopular - Hungry/Thirsty                      0.08
## rho_prm_Hungry/Thirsty                                        -0.52
## rho_prm_Dating/Looking                                        -0.58
## rho_prm_Popular/Unpopular                                     -0.57
## rho_prm_Dating/Looking - Hungry/Thirsty                        0.17
## rho_prm_Popular/Unpopular - Hungry/Thirsty                     0.25
## xi_prm_Hungry/Thirsty                                          0.96
## xi_prm_Dating/Looking                                          0.98
## xi_prm_Popular/Unpopular                                       1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                        -0.08
## xi_prm_Popular/Unpopular - Hungry/Thirsty                     -0.13
## b_Hungry/Thirsty                                               0.08
## b_Dating/Looking                                              -0.03
## b_Popular/Unpopular                                            0.11
## b_Dating/Looking - Hungry/Thirsty                             -0.11
## b_Popular/Unpopular - Hungry/Thirsty                           0.02
## lowfi_Hungry/Thirsty                                          -0.66
## lowfi_Dating/Looking                                          -0.78
## lowfi_Popular/Unpopular                                       -0.75
## lowfi_Dating/Looking - Hungry/Thirsty                         -0.15
## lowfi_Popular/Unpopular - Hungry/Thirsty                       0.00
## E                                                              0.11
## L                                                             -0.10
## M                                                             -0.02
## M-E                                                           -0.15
## L-M                                                           -0.18
##                                            xi_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                       -0.11
## ep_prm_Dating/Looking                                                       -0.33
## ep_prm_Popular/Unpopular                                                    -0.25
## ep_prm_Dating/Looking - Hungry/Thirsty                                      -0.40
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                   -0.22
## rho_prm_Hungry/Thirsty                                                       0.17
## rho_prm_Dating/Looking                                                       0.02
## rho_prm_Popular/Unpopular                                                    0.02
## rho_prm_Dating/Looking - Hungry/Thirsty                                     -0.52
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                  -0.46
## xi_prm_Hungry/Thirsty                                                       -0.25
## xi_prm_Dating/Looking                                                       -0.09
## xi_prm_Popular/Unpopular                                                    -0.08
## xi_prm_Dating/Looking - Hungry/Thirsty                                       1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                    0.69
## b_Hungry/Thirsty                                                            -0.13
## b_Dating/Looking                                                             0.12
## b_Popular/Unpopular                                                          0.01
## b_Dating/Looking - Hungry/Thirsty                                            0.20
## b_Popular/Unpopular - Hungry/Thirsty                                         0.15
## lowfi_Hungry/Thirsty                                                         0.23
## lowfi_Dating/Looking                                                        -0.17
## lowfi_Popular/Unpopular                                                     -0.16
## lowfi_Dating/Looking - Hungry/Thirsty                                       -0.59
## lowfi_Popular/Unpopular - Hungry/Thirsty                                    -0.51
## E                                                                           -0.29
## L                                                                           -0.12
## M                                                                           -0.30
## M-E                                                                          0.17
## L-M                                                                          0.12
##                                            xi_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                          -0.13
## ep_prm_Dating/Looking                                                          -0.28
## ep_prm_Popular/Unpopular                                                       -0.38
## ep_prm_Dating/Looking - Hungry/Thirsty                                         -0.25
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                      -0.39
## rho_prm_Hungry/Thirsty                                                          0.24
## rho_prm_Dating/Looking                                                          0.18
## rho_prm_Popular/Unpopular                                                       0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                        -0.34
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                     -0.64
## xi_prm_Hungry/Thirsty                                                          -0.37
## xi_prm_Dating/Looking                                                          -0.23
## xi_prm_Popular/Unpopular                                                       -0.13
## xi_prm_Dating/Looking - Hungry/Thirsty                                          0.69
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                       1.00
## b_Hungry/Thirsty                                                               -0.02
## b_Dating/Looking                                                                0.12
## b_Popular/Unpopular                                                             0.07
## b_Dating/Looking - Hungry/Thirsty                                               0.11
## b_Popular/Unpopular - Hungry/Thirsty                                            0.15
## lowfi_Hungry/Thirsty                                                            0.36
## lowfi_Dating/Looking                                                            0.10
## lowfi_Popular/Unpopular                                                        -0.18
## lowfi_Dating/Looking - Hungry/Thirsty                                          -0.33
## lowfi_Popular/Unpopular - Hungry/Thirsty                                       -0.65
## E                                                                              -0.17
## L                                                                               0.04
## M                                                                              -0.13
## M-E                                                                             0.10
## L-M                                                                             0.22
##                                            b_Hungry/Thirsty b_Dating/Looking
## ep_prm_Hungry/Thirsty                                  0.04             0.00
## ep_prm_Dating/Looking                                  0.05             0.03
## ep_prm_Popular/Unpopular                              -0.01            -0.06
## ep_prm_Dating/Looking - Hungry/Thirsty                 0.08             0.05
## ep_prm_Popular/Unpopular - Hungry/Thirsty             -0.01            -0.07
## rho_prm_Hungry/Thirsty                                 0.17             0.22
## rho_prm_Dating/Looking                                 0.16             0.19
## rho_prm_Popular/Unpopular                              0.19             0.22
## rho_prm_Dating/Looking - Hungry/Thirsty               -0.04            -0.10
## rho_prm_Popular/Unpopular - Hungry/Thirsty            -0.01            -0.08
## xi_prm_Hungry/Thirsty                                  0.09            -0.05
## xi_prm_Dating/Looking                                  0.07            -0.05
## xi_prm_Popular/Unpopular                               0.08            -0.03
## xi_prm_Dating/Looking - Hungry/Thirsty                -0.13             0.12
## xi_prm_Popular/Unpopular - Hungry/Thirsty             -0.02             0.12
## b_Hungry/Thirsty                                       1.00             0.35
## b_Dating/Looking                                       0.35             1.00
## b_Popular/Unpopular                                    0.46             0.55
## b_Dating/Looking - Hungry/Thirsty                     -0.46             0.61
## b_Popular/Unpopular - Hungry/Thirsty                  -0.27             0.34
## lowfi_Hungry/Thirsty                                  -0.02             0.15
## lowfi_Dating/Looking                                   0.05             0.07
## lowfi_Popular/Unpopular                                0.00             0.05
## lowfi_Dating/Looking - Hungry/Thirsty                  0.11            -0.07
## lowfi_Popular/Unpopular - Hungry/Thirsty               0.01            -0.08
## E                                                      0.19             0.14
## L                                                      0.22            -0.05
## M                                                      0.24            -0.01
## M-E                                                   -0.08            -0.24
## L-M                                                    0.03            -0.06
##                                            b_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                     0.02
## ep_prm_Dating/Looking                                    -0.05
## ep_prm_Popular/Unpopular                                 -0.09
## ep_prm_Dating/Looking - Hungry/Thirsty                   -0.07
## ep_prm_Popular/Unpopular - Hungry/Thirsty                -0.13
## rho_prm_Hungry/Thirsty                                    0.16
## rho_prm_Dating/Looking                                    0.13
## rho_prm_Popular/Unpopular                                 0.20
## rho_prm_Dating/Looking - Hungry/Thirsty                  -0.11
## rho_prm_Popular/Unpopular - Hungry/Thirsty               -0.02
## xi_prm_Hungry/Thirsty                                     0.09
## xi_prm_Dating/Looking                                     0.10
## xi_prm_Popular/Unpopular                                  0.11
## xi_prm_Dating/Looking - Hungry/Thirsty                    0.01
## xi_prm_Popular/Unpopular - Hungry/Thirsty                 0.07
## b_Hungry/Thirsty                                          0.46
## b_Dating/Looking                                          0.55
## b_Popular/Unpopular                                       1.00
## b_Dating/Looking - Hungry/Thirsty                         0.14
## b_Popular/Unpopular - Hungry/Thirsty                      0.67
## lowfi_Hungry/Thirsty                                      0.04
## lowfi_Dating/Looking                                     -0.05
## lowfi_Popular/Unpopular                                   0.01
## lowfi_Dating/Looking - Hungry/Thirsty                    -0.09
## lowfi_Popular/Unpopular - Hungry/Thirsty                 -0.05
## E                                                        -0.05
## L                                                        -0.09
## M                                                        -0.14
## M-E                                                      -0.13
## L-M                                                       0.04
##                                            b_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                  -0.07
## ep_prm_Dating/Looking                                                  -0.07
## ep_prm_Popular/Unpopular                                               -0.11
## ep_prm_Dating/Looking - Hungry/Thirsty                                 -0.02
## ep_prm_Popular/Unpopular - Hungry/Thirsty                              -0.09
## rho_prm_Hungry/Thirsty                                                  0.05
## rho_prm_Dating/Looking                                                  0.02
## rho_prm_Popular/Unpopular                                               0.05
## rho_prm_Dating/Looking - Hungry/Thirsty                                -0.08
## rho_prm_Popular/Unpopular - Hungry/Thirsty                             -0.06
## xi_prm_Hungry/Thirsty                                                  -0.12
## xi_prm_Dating/Looking                                                  -0.11
## xi_prm_Popular/Unpopular                                               -0.11
## xi_prm_Dating/Looking - Hungry/Thirsty                                  0.20
## xi_prm_Popular/Unpopular - Hungry/Thirsty                               0.11
## b_Hungry/Thirsty                                                       -0.46
## b_Dating/Looking                                                        0.61
## b_Popular/Unpopular                                                     0.14
## b_Dating/Looking - Hungry/Thirsty                                       1.00
## b_Popular/Unpopular - Hungry/Thirsty                                    0.55
## lowfi_Hungry/Thirsty                                                    0.15
## lowfi_Dating/Looking                                                    0.00
## lowfi_Popular/Unpopular                                                 0.04
## lowfi_Dating/Looking - Hungry/Thirsty                                  -0.21
## lowfi_Popular/Unpopular - Hungry/Thirsty                               -0.11
## E                                                                      -0.06
## L                                                                      -0.27
## M                                                                      -0.23
## M-E                                                                    -0.16
## L-M                                                                    -0.11
##                                            b_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                     -0.06
## ep_prm_Dating/Looking                                                     -0.18
## ep_prm_Popular/Unpopular                                                  -0.14
## ep_prm_Dating/Looking - Hungry/Thirsty                                    -0.18
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                 -0.13
## rho_prm_Hungry/Thirsty                                                     0.05
## rho_prm_Dating/Looking                                                     0.03
## rho_prm_Popular/Unpopular                                                  0.08
## rho_prm_Dating/Looking - Hungry/Thirsty                                   -0.07
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                -0.04
## xi_prm_Hungry/Thirsty                                                     -0.02
## xi_prm_Dating/Looking                                                      0.00
## xi_prm_Popular/Unpopular                                                   0.02
## xi_prm_Dating/Looking - Hungry/Thirsty                                     0.15
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                  0.15
## b_Hungry/Thirsty                                                          -0.27
## b_Dating/Looking                                                           0.34
## b_Popular/Unpopular                                                        0.67
## b_Dating/Looking - Hungry/Thirsty                                          0.55
## b_Popular/Unpopular - Hungry/Thirsty                                       1.00
## lowfi_Hungry/Thirsty                                                       0.05
## lowfi_Dating/Looking                                                      -0.09
## lowfi_Popular/Unpopular                                                   -0.02
## lowfi_Dating/Looking - Hungry/Thirsty                                     -0.16
## lowfi_Popular/Unpopular - Hungry/Thirsty                                  -0.09
## E                                                                         -0.24
## L                                                                         -0.29
## M                                                                         -0.37
## M-E                                                                       -0.09
## L-M                                                                        0.03
##                                            lowfi_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                      0.10
## ep_prm_Dating/Looking                                     -0.08
## ep_prm_Popular/Unpopular                                  -0.15
## ep_prm_Dating/Looking - Hungry/Thirsty                    -0.09
## ep_prm_Popular/Unpopular - Hungry/Thirsty                 -0.20
## rho_prm_Hungry/Thirsty                                     0.77
## rho_prm_Dating/Looking                                     0.71
## rho_prm_Popular/Unpopular                                  0.66
## rho_prm_Dating/Looking - Hungry/Thirsty                   -0.57
## rho_prm_Popular/Unpopular - Hungry/Thirsty                -0.72
## xi_prm_Hungry/Thirsty                                     -0.71
## xi_prm_Dating/Looking                                     -0.70
## xi_prm_Popular/Unpopular                                  -0.66
## xi_prm_Dating/Looking - Hungry/Thirsty                     0.23
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  0.36
## b_Hungry/Thirsty                                          -0.02
## b_Dating/Looking                                           0.15
## b_Popular/Unpopular                                        0.04
## b_Dating/Looking - Hungry/Thirsty                          0.15
## b_Popular/Unpopular - Hungry/Thirsty                       0.05
## lowfi_Hungry/Thirsty                                       1.00
## lowfi_Dating/Looking                                       0.63
## lowfi_Popular/Unpopular                                    0.57
## lowfi_Dating/Looking - Hungry/Thirsty                     -0.31
## lowfi_Popular/Unpopular - Hungry/Thirsty                  -0.49
## E                                                         -0.03
## L                                                          0.06
## M                                                         -0.03
## M-E                                                        0.01
## L-M                                                        0.14
##                                            lowfi_Dating/Looking
## ep_prm_Hungry/Thirsty                                     -0.11
## ep_prm_Dating/Looking                                      0.11
## ep_prm_Popular/Unpopular                                  -0.08
## ep_prm_Dating/Looking - Hungry/Thirsty                     0.26
## ep_prm_Popular/Unpopular - Hungry/Thirsty                  0.00
## rho_prm_Hungry/Thirsty                                     0.67
## rho_prm_Dating/Looking                                     0.81
## rho_prm_Popular/Unpopular                                  0.69
## rho_prm_Dating/Looking - Hungry/Thirsty                   -0.04
## rho_prm_Popular/Unpopular - Hungry/Thirsty                -0.33
## xi_prm_Hungry/Thirsty                                     -0.75
## xi_prm_Dating/Looking                                     -0.81
## xi_prm_Popular/Unpopular                                  -0.78
## xi_prm_Dating/Looking - Hungry/Thirsty                    -0.17
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  0.10
## b_Hungry/Thirsty                                           0.05
## b_Dating/Looking                                           0.07
## b_Popular/Unpopular                                       -0.05
## b_Dating/Looking - Hungry/Thirsty                          0.00
## b_Popular/Unpopular - Hungry/Thirsty                      -0.09
## lowfi_Hungry/Thirsty                                       0.63
## lowfi_Dating/Looking                                       1.00
## lowfi_Popular/Unpopular                                    0.72
## lowfi_Dating/Looking - Hungry/Thirsty                      0.47
## lowfi_Popular/Unpopular - Hungry/Thirsty                   0.01
## E                                                          0.03
## L                                                          0.22
## M                                                          0.14
## M-E                                                        0.08
## L-M                                                        0.19
##                                            lowfi_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                        -0.01
## ep_prm_Dating/Looking                                         0.07
## ep_prm_Popular/Unpopular                                      0.02
## ep_prm_Dating/Looking - Hungry/Thirsty                        0.12
## ep_prm_Popular/Unpopular - Hungry/Thirsty                     0.06
## rho_prm_Hungry/Thirsty                                        0.60
## rho_prm_Dating/Looking                                        0.63
## rho_prm_Popular/Unpopular                                     0.75
## rho_prm_Dating/Looking - Hungry/Thirsty                      -0.21
## rho_prm_Popular/Unpopular - Hungry/Thirsty                   -0.08
## xi_prm_Hungry/Thirsty                                        -0.65
## xi_prm_Dating/Looking                                        -0.71
## xi_prm_Popular/Unpopular                                     -0.75
## xi_prm_Dating/Looking - Hungry/Thirsty                       -0.16
## xi_prm_Popular/Unpopular - Hungry/Thirsty                    -0.18
## b_Hungry/Thirsty                                              0.00
## b_Dating/Looking                                              0.05
## b_Popular/Unpopular                                           0.01
## b_Dating/Looking - Hungry/Thirsty                             0.04
## b_Popular/Unpopular - Hungry/Thirsty                         -0.02
## lowfi_Hungry/Thirsty                                          0.57
## lowfi_Dating/Looking                                          0.72
## lowfi_Popular/Unpopular                                       1.00
## lowfi_Dating/Looking - Hungry/Thirsty                         0.19
## lowfi_Popular/Unpopular - Hungry/Thirsty                      0.35
## E                                                            -0.06
## L                                                             0.20
## M                                                             0.06
## M-E                                                           0.11
## L-M                                                           0.26
##                                            lowfi_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                      -0.10
## ep_prm_Dating/Looking                                                       0.30
## ep_prm_Popular/Unpopular                                                    0.16
## ep_prm_Dating/Looking - Hungry/Thirsty                                      0.43
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                   0.25
## rho_prm_Hungry/Thirsty                                                     -0.09
## rho_prm_Dating/Looking                                                      0.15
## rho_prm_Popular/Unpopular                                                   0.05
## rho_prm_Dating/Looking - Hungry/Thirsty                                     0.66
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                  0.40
## xi_prm_Hungry/Thirsty                                                      -0.03
## xi_prm_Dating/Looking                                                      -0.14
## xi_prm_Popular/Unpopular                                                   -0.15
## xi_prm_Dating/Looking - Hungry/Thirsty                                     -0.59
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                  -0.33
## b_Hungry/Thirsty                                                            0.11
## b_Dating/Looking                                                           -0.07
## b_Popular/Unpopular                                                        -0.09
## b_Dating/Looking - Hungry/Thirsty                                          -0.21
## b_Popular/Unpopular - Hungry/Thirsty                                       -0.16
## lowfi_Hungry/Thirsty                                                       -0.31
## lowfi_Dating/Looking                                                        0.47
## lowfi_Popular/Unpopular                                                     0.19
## lowfi_Dating/Looking - Hungry/Thirsty                                       1.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                    0.58
## E                                                                           0.11
## L                                                                           0.21
## M                                                                           0.21
## M-E                                                                         0.03
## L-M                                                                         0.05
##                                            lowfi_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                         -0.04
## ep_prm_Dating/Looking                                                          0.17
## ep_prm_Popular/Unpopular                                                       0.22
## ep_prm_Dating/Looking - Hungry/Thirsty                                         0.22
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                      0.27
## rho_prm_Hungry/Thirsty                                                        -0.29
## rho_prm_Dating/Looking                                                        -0.18
## rho_prm_Popular/Unpopular                                                     -0.01
## rho_prm_Dating/Looking - Hungry/Thirsty                                        0.48
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                     0.75
## xi_prm_Hungry/Thirsty                                                          0.16
## xi_prm_Dating/Looking                                                          0.09
## xi_prm_Popular/Unpopular                                                       0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                        -0.51
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                     -0.65
## b_Hungry/Thirsty                                                               0.01
## b_Dating/Looking                                                              -0.08
## b_Popular/Unpopular                                                           -0.05
## b_Dating/Looking - Hungry/Thirsty                                             -0.11
## b_Popular/Unpopular - Hungry/Thirsty                                          -0.09
## lowfi_Hungry/Thirsty                                                          -0.49
## lowfi_Dating/Looking                                                           0.01
## lowfi_Popular/Unpopular                                                        0.35
## lowfi_Dating/Looking - Hungry/Thirsty                                          0.58
## lowfi_Popular/Unpopular - Hungry/Thirsty                                       1.00
## E                                                                              0.05
## L                                                                              0.16
## M                                                                              0.16
## M-E                                                                            0.05
## L-M                                                                            0.07
##                                                E     L     M   M-E   L-M
## ep_prm_Hungry/Thirsty                      -0.02 -0.04 -0.14 -0.11  0.03
## ep_prm_Dating/Looking                       0.14  0.05  0.05 -0.10 -0.08
## ep_prm_Popular/Unpopular                    0.06 -0.04 -0.12 -0.20 -0.02
## ep_prm_Dating/Looking - Hungry/Thirsty      0.22  0.07  0.24 -0.04 -0.18
## ep_prm_Popular/Unpopular - Hungry/Thirsty   0.08 -0.10 -0.05 -0.19 -0.10
## rho_prm_Hungry/Thirsty                      0.01  0.11 -0.01 -0.02  0.16
## rho_prm_Dating/Looking                      0.00  0.15  0.05  0.04  0.15
## rho_prm_Popular/Unpopular                   0.01  0.13  0.01 -0.02  0.18
## rho_prm_Dating/Looking - Hungry/Thirsty     0.08  0.08  0.19  0.06 -0.11
## rho_prm_Popular/Unpopular - Hungry/Thirsty  0.12  0.02  0.10 -0.08 -0.11
## xi_prm_Hungry/Thirsty                       0.12 -0.10  0.00 -0.15 -0.21
## xi_prm_Dating/Looking                       0.09 -0.12 -0.03 -0.13 -0.19
## xi_prm_Popular/Unpopular                    0.11 -0.10 -0.02 -0.15 -0.18
## xi_prm_Dating/Looking - Hungry/Thirsty     -0.29 -0.12 -0.30  0.17  0.12
## xi_prm_Popular/Unpopular - Hungry/Thirsty  -0.17  0.04 -0.13  0.10  0.22
## b_Hungry/Thirsty                            0.19  0.22  0.24 -0.08  0.03
## b_Dating/Looking                            0.14 -0.05 -0.01 -0.24 -0.06
## b_Popular/Unpopular                        -0.05 -0.09 -0.14 -0.13  0.04
## b_Dating/Looking - Hungry/Thirsty          -0.06 -0.27 -0.23 -0.16 -0.11
## b_Popular/Unpopular - Hungry/Thirsty       -0.24 -0.29 -0.37 -0.09  0.03
## lowfi_Hungry/Thirsty                       -0.03  0.06 -0.03  0.01  0.14
## lowfi_Dating/Looking                        0.03  0.22  0.14  0.08  0.19
## lowfi_Popular/Unpopular                    -0.06  0.20  0.06  0.11  0.26
## lowfi_Dating/Looking - Hungry/Thirsty       0.11  0.21  0.21  0.03  0.05
## lowfi_Popular/Unpopular - Hungry/Thirsty    0.05  0.16  0.16  0.05  0.07
## E                                           1.00  0.37  0.75 -0.62 -0.21
## L                                           0.37  1.00  0.63  0.16  0.63
## M                                           0.75  0.63  1.00 -0.02 -0.12
## M-E                                        -0.62  0.16 -0.02  1.00  0.13
## L-M                                        -0.21  0.63 -0.12  0.13  1.00
## Sample Size 
## [1] 87
## Probability values (Entries above the diagonal are adjusted for multiple tests.) 
##                                            ep_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                       0.00
## ep_prm_Dating/Looking                                       0.00
## ep_prm_Popular/Unpopular                                    0.00
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.80
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.06
## rho_prm_Hungry/Thirsty                                      0.28
## rho_prm_Dating/Looking                                      0.16
## rho_prm_Popular/Unpopular                                   0.38
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.82
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.35
## xi_prm_Hungry/Thirsty                                       0.08
## xi_prm_Dating/Looking                                       0.12
## xi_prm_Popular/Unpopular                                    0.16
## xi_prm_Dating/Looking - Hungry/Thirsty                      0.33
## xi_prm_Popular/Unpopular - Hungry/Thirsty                   0.22
## b_Hungry/Thirsty                                            0.74
## b_Dating/Looking                                            0.96
## b_Popular/Unpopular                                         0.85
## b_Dating/Looking - Hungry/Thirsty                           0.54
## b_Popular/Unpopular - Hungry/Thirsty                        0.56
## lowfi_Hungry/Thirsty                                        0.37
## lowfi_Dating/Looking                                        0.29
## lowfi_Popular/Unpopular                                     0.90
## lowfi_Dating/Looking - Hungry/Thirsty                       0.36
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.70
## E                                                           0.87
## L                                                           0.73
## M                                                           0.18
## M-E                                                         0.29
## L-M                                                         0.81
##                                            ep_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                       0.00
## ep_prm_Dating/Looking                                       0.00
## ep_prm_Popular/Unpopular                                    0.00
## ep_prm_Dating/Looking - Hungry/Thirsty                      0.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   0.00
## rho_prm_Hungry/Thirsty                                      0.41
## rho_prm_Dating/Looking                                      0.85
## rho_prm_Popular/Unpopular                                   0.63
## rho_prm_Dating/Looking - Hungry/Thirsty                     0.01
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.03
## xi_prm_Hungry/Thirsty                                       0.06
## xi_prm_Dating/Looking                                       0.21
## xi_prm_Popular/Unpopular                                    0.27
## xi_prm_Dating/Looking - Hungry/Thirsty                      0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                   0.01
## b_Hungry/Thirsty                                            0.63
## b_Dating/Looking                                            0.76
## b_Popular/Unpopular                                         0.66
## b_Dating/Looking - Hungry/Thirsty                           0.51
## b_Popular/Unpopular - Hungry/Thirsty                        0.10
## lowfi_Hungry/Thirsty                                        0.47
## lowfi_Dating/Looking                                        0.31
## lowfi_Popular/Unpopular                                     0.54
## lowfi_Dating/Looking - Hungry/Thirsty                       0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.11
## E                                                           0.19
## L                                                           0.63
## M                                                           0.63
## M-E                                                         0.34
## L-M                                                         0.44
##                                            ep_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                          0.00
## ep_prm_Dating/Looking                                          0.00
## ep_prm_Popular/Unpopular                                       0.00
## ep_prm_Dating/Looking - Hungry/Thirsty                         0.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                      0.00
## rho_prm_Hungry/Thirsty                                         0.05
## rho_prm_Dating/Looking                                         0.08
## rho_prm_Popular/Unpopular                                      0.29
## rho_prm_Dating/Looking - Hungry/Thirsty                        0.03
## rho_prm_Popular/Unpopular - Hungry/Thirsty                     0.00
## xi_prm_Hungry/Thirsty                                          0.02
## xi_prm_Dating/Looking                                          0.06
## xi_prm_Popular/Unpopular                                       0.10
## xi_prm_Dating/Looking - Hungry/Thirsty                         0.02
## xi_prm_Popular/Unpopular - Hungry/Thirsty                      0.00
## b_Hungry/Thirsty                                               0.95
## b_Dating/Looking                                               0.56
## b_Popular/Unpopular                                            0.43
## b_Dating/Looking - Hungry/Thirsty                              0.31
## b_Popular/Unpopular - Hungry/Thirsty                           0.19
## lowfi_Hungry/Thirsty                                           0.17
## lowfi_Dating/Looking                                           0.45
## lowfi_Popular/Unpopular                                        0.85
## lowfi_Dating/Looking - Hungry/Thirsty                          0.13
## lowfi_Popular/Unpopular - Hungry/Thirsty                       0.04
## E                                                              0.58
## L                                                              0.69
## M                                                              0.29
## M-E                                                            0.06
## L-M                                                            0.84
##                                            ep_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                        1.00
## ep_prm_Dating/Looking                                                        0.00
## ep_prm_Popular/Unpopular                                                     1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                       0.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                    0.00
## rho_prm_Hungry/Thirsty                                                       0.92
## rho_prm_Dating/Looking                                                       0.33
## rho_prm_Popular/Unpopular                                                    0.74
## rho_prm_Dating/Looking - Hungry/Thirsty                                      0.01
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                   0.12
## xi_prm_Hungry/Thirsty                                                        0.42
## xi_prm_Dating/Looking                                                        0.98
## xi_prm_Popular/Unpopular                                                     0.94
## xi_prm_Dating/Looking - Hungry/Thirsty                                       0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                    0.02
## b_Hungry/Thirsty                                                             0.45
## b_Dating/Looking                                                             0.61
## b_Popular/Unpopular                                                          0.52
## b_Dating/Looking - Hungry/Thirsty                                            0.84
## b_Popular/Unpopular - Hungry/Thirsty                                         0.10
## lowfi_Hungry/Thirsty                                                         0.38
## lowfi_Dating/Looking                                                         0.01
## lowfi_Popular/Unpopular                                                      0.27
## lowfi_Dating/Looking - Hungry/Thirsty                                        0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                     0.04
## E                                                                            0.04
## L                                                                            0.52
## M                                                                            0.03
## M-E                                                                          0.71
## L-M                                                                          0.09
##                                            ep_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                           1.00
## ep_prm_Dating/Looking                                                           0.01
## ep_prm_Popular/Unpopular                                                        0.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                          0.02
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                       0.00
## rho_prm_Hungry/Thirsty                                                          0.26
## rho_prm_Dating/Looking                                                          0.40
## rho_prm_Popular/Unpopular                                                       0.67
## rho_prm_Dating/Looking - Hungry/Thirsty                                         0.06
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                      0.01
## xi_prm_Hungry/Thirsty                                                           0.19
## xi_prm_Dating/Looking                                                           0.38
## xi_prm_Popular/Unpopular                                                        0.48
## xi_prm_Dating/Looking - Hungry/Thirsty                                          0.04
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                       0.00
## b_Hungry/Thirsty                                                                0.93
## b_Dating/Looking                                                                0.54
## b_Popular/Unpopular                                                             0.22
## b_Dating/Looking - Hungry/Thirsty                                               0.40
## b_Popular/Unpopular - Hungry/Thirsty                                            0.24
## lowfi_Hungry/Thirsty                                                            0.07
## lowfi_Dating/Looking                                                            0.97
## lowfi_Popular/Unpopular                                                         0.56
## lowfi_Dating/Looking - Hungry/Thirsty                                           0.02
## lowfi_Popular/Unpopular - Hungry/Thirsty                                        0.01
## E                                                                               0.43
## L                                                                               0.38
## M                                                                               0.61
## M-E                                                                             0.08
## L-M                                                                             0.33
##                                            rho_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                        1.00
## ep_prm_Dating/Looking                                        1.00
## ep_prm_Popular/Unpopular                                     1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                       1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                    1.00
## rho_prm_Hungry/Thirsty                                       0.00
## rho_prm_Dating/Looking                                       0.00
## rho_prm_Popular/Unpopular                                    0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                      0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                   0.00
## xi_prm_Hungry/Thirsty                                        0.00
## xi_prm_Dating/Looking                                        0.00
## xi_prm_Popular/Unpopular                                     0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                       0.12
## xi_prm_Popular/Unpopular - Hungry/Thirsty                    0.03
## b_Hungry/Thirsty                                             0.11
## b_Dating/Looking                                             0.04
## b_Popular/Unpopular                                          0.15
## b_Dating/Looking - Hungry/Thirsty                            0.63
## b_Popular/Unpopular - Hungry/Thirsty                         0.64
## lowfi_Hungry/Thirsty                                         0.00
## lowfi_Dating/Looking                                         0.00
## lowfi_Popular/Unpopular                                      0.00
## lowfi_Dating/Looking - Hungry/Thirsty                        0.42
## lowfi_Popular/Unpopular - Hungry/Thirsty                     0.01
## E                                                            0.93
## L                                                            0.33
## M                                                            0.96
## M-E                                                          0.83
## L-M                                                          0.14
##                                            rho_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                        1.00
## ep_prm_Dating/Looking                                        1.00
## ep_prm_Popular/Unpopular                                     1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                       1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                    1.00
## rho_prm_Hungry/Thirsty                                       0.00
## rho_prm_Dating/Looking                                       0.00
## rho_prm_Popular/Unpopular                                    0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                      0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                   0.00
## xi_prm_Hungry/Thirsty                                        0.00
## xi_prm_Dating/Looking                                        0.00
## xi_prm_Popular/Unpopular                                     0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                       0.86
## xi_prm_Popular/Unpopular - Hungry/Thirsty                    0.10
## b_Hungry/Thirsty                                             0.13
## b_Dating/Looking                                             0.08
## b_Popular/Unpopular                                          0.24
## b_Dating/Looking - Hungry/Thirsty                            0.85
## b_Popular/Unpopular - Hungry/Thirsty                         0.75
## lowfi_Hungry/Thirsty                                         0.00
## lowfi_Dating/Looking                                         0.00
## lowfi_Popular/Unpopular                                      0.00
## lowfi_Dating/Looking - Hungry/Thirsty                        0.16
## lowfi_Popular/Unpopular - Hungry/Thirsty                     0.09
## E                                                            0.97
## L                                                            0.17
## M                                                            0.67
## M-E                                                          0.75
## L-M                                                          0.16
##                                            rho_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                           1.00
## ep_prm_Dating/Looking                                           1.00
## ep_prm_Popular/Unpopular                                        1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                          1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                       1.00
## rho_prm_Hungry/Thirsty                                          0.00
## rho_prm_Dating/Looking                                          0.00
## rho_prm_Popular/Unpopular                                       0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                         0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                      0.00
## xi_prm_Hungry/Thirsty                                           0.00
## xi_prm_Dating/Looking                                           0.00
## xi_prm_Popular/Unpopular                                        0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                          0.85
## xi_prm_Popular/Unpopular - Hungry/Thirsty                       0.98
## b_Hungry/Thirsty                                                0.08
## b_Dating/Looking                                                0.04
## b_Popular/Unpopular                                             0.06
## b_Dating/Looking - Hungry/Thirsty                               0.67
## b_Popular/Unpopular - Hungry/Thirsty                            0.46
## lowfi_Hungry/Thirsty                                            0.00
## lowfi_Dating/Looking                                            0.00
## lowfi_Popular/Unpopular                                         0.00
## lowfi_Dating/Looking - Hungry/Thirsty                           0.65
## lowfi_Popular/Unpopular - Hungry/Thirsty                        0.93
## E                                                               0.92
## L                                                               0.24
## M                                                               0.90
## M-E                                                             0.87
## L-M                                                             0.10
##                                            rho_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                         1.00
## ep_prm_Dating/Looking                                                         1.00
## ep_prm_Popular/Unpopular                                                      1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                        1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                     1.00
## rho_prm_Hungry/Thirsty                                                        0.00
## rho_prm_Dating/Looking                                                        0.71
## rho_prm_Popular/Unpopular                                                     0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                       0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                    0.00
## xi_prm_Hungry/Thirsty                                                         0.02
## xi_prm_Dating/Looking                                                         0.13
## xi_prm_Popular/Unpopular                                                      0.12
## xi_prm_Dating/Looking - Hungry/Thirsty                                        0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                     0.00
## b_Hungry/Thirsty                                                              0.70
## b_Dating/Looking                                                              0.36
## b_Popular/Unpopular                                                           0.32
## b_Dating/Looking - Hungry/Thirsty                                             0.43
## b_Popular/Unpopular - Hungry/Thirsty                                          0.51
## lowfi_Hungry/Thirsty                                                          0.00
## lowfi_Dating/Looking                                                          0.70
## lowfi_Popular/Unpopular                                                       0.05
## lowfi_Dating/Looking - Hungry/Thirsty                                         0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                      0.00
## E                                                                             0.49
## L                                                                             0.46
## M                                                                             0.09
## M-E                                                                           0.60
## L-M                                                                           0.30
##                                            rho_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                            1.00
## ep_prm_Dating/Looking                                                            1.00
## ep_prm_Popular/Unpopular                                                         0.32
## ep_prm_Dating/Looking - Hungry/Thirsty                                           1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                        1.00
## rho_prm_Hungry/Thirsty                                                           0.00
## rho_prm_Dating/Looking                                                           0.00
## rho_prm_Popular/Unpopular                                                        0.10
## rho_prm_Dating/Looking - Hungry/Thirsty                                          0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                       0.00
## xi_prm_Hungry/Thirsty                                                            0.00
## xi_prm_Dating/Looking                                                            0.00
## xi_prm_Popular/Unpopular                                                         0.02
## xi_prm_Dating/Looking - Hungry/Thirsty                                           0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                        0.00
## b_Hungry/Thirsty                                                                 0.95
## b_Dating/Looking                                                                 0.48
## b_Popular/Unpopular                                                              0.84
## b_Dating/Looking - Hungry/Thirsty                                                0.57
## b_Popular/Unpopular - Hungry/Thirsty                                             0.70
## lowfi_Hungry/Thirsty                                                             0.00
## lowfi_Dating/Looking                                                             0.00
## lowfi_Popular/Unpopular                                                          0.47
## lowfi_Dating/Looking - Hungry/Thirsty                                            0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                         0.00
## E                                                                                0.26
## L                                                                                0.87
## M                                                                                0.34
## M-E                                                                              0.45
## L-M                                                                              0.33
##                                            xi_prm_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                       1.00
## ep_prm_Dating/Looking                                       1.00
## ep_prm_Popular/Unpopular                                    1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                      1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   1.00
## rho_prm_Hungry/Thirsty                                      0.00
## rho_prm_Dating/Looking                                      0.00
## rho_prm_Popular/Unpopular                                   0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                     1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.05
## xi_prm_Hungry/Thirsty                                       0.00
## xi_prm_Dating/Looking                                       0.00
## xi_prm_Popular/Unpopular                                    0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                      0.02
## xi_prm_Popular/Unpopular - Hungry/Thirsty                   0.00
## b_Hungry/Thirsty                                            0.41
## b_Dating/Looking                                            0.67
## b_Popular/Unpopular                                         0.41
## b_Dating/Looking - Hungry/Thirsty                           0.26
## b_Popular/Unpopular - Hungry/Thirsty                        0.86
## lowfi_Hungry/Thirsty                                        0.00
## lowfi_Dating/Looking                                        0.00
## lowfi_Popular/Unpopular                                     0.00
## lowfi_Dating/Looking - Hungry/Thirsty                       0.75
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.13
## E                                                           0.25
## L                                                           0.34
## M                                                           0.98
## M-E                                                         0.17
## L-M                                                         0.05
##                                            xi_prm_Dating/Looking
## ep_prm_Hungry/Thirsty                                       1.00
## ep_prm_Dating/Looking                                       1.00
## ep_prm_Popular/Unpopular                                    1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                      1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                   1.00
## rho_prm_Hungry/Thirsty                                      0.00
## rho_prm_Dating/Looking                                      0.00
## rho_prm_Popular/Unpopular                                   0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                     1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                  0.62
## xi_prm_Hungry/Thirsty                                       0.00
## xi_prm_Dating/Looking                                       0.00
## xi_prm_Popular/Unpopular                                    0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                      0.39
## xi_prm_Popular/Unpopular - Hungry/Thirsty                   0.03
## b_Hungry/Thirsty                                            0.52
## b_Dating/Looking                                            0.68
## b_Popular/Unpopular                                         0.37
## b_Dating/Looking - Hungry/Thirsty                           0.31
## b_Popular/Unpopular - Hungry/Thirsty                        1.00
## lowfi_Hungry/Thirsty                                        0.00
## lowfi_Dating/Looking                                        0.00
## lowfi_Popular/Unpopular                                     0.00
## lowfi_Dating/Looking - Hungry/Thirsty                       0.19
## lowfi_Popular/Unpopular - Hungry/Thirsty                    0.42
## E                                                           0.39
## L                                                           0.27
## M                                                           0.79
## M-E                                                         0.22
## L-M                                                         0.08
##                                            xi_prm_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                          1.00
## ep_prm_Dating/Looking                                          1.00
## ep_prm_Popular/Unpopular                                       1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                         1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                      1.00
## rho_prm_Hungry/Thirsty                                         0.00
## rho_prm_Dating/Looking                                         0.00
## rho_prm_Popular/Unpopular                                      0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                        1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                     1.00
## xi_prm_Hungry/Thirsty                                          0.00
## xi_prm_Dating/Looking                                          0.00
## xi_prm_Popular/Unpopular                                       0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                         0.45
## xi_prm_Popular/Unpopular - Hungry/Thirsty                      0.24
## b_Hungry/Thirsty                                               0.46
## b_Dating/Looking                                               0.78
## b_Popular/Unpopular                                            0.32
## b_Dating/Looking - Hungry/Thirsty                              0.33
## b_Popular/Unpopular - Hungry/Thirsty                           0.88
## lowfi_Hungry/Thirsty                                           0.00
## lowfi_Dating/Looking                                           0.00
## lowfi_Popular/Unpopular                                        0.00
## lowfi_Dating/Looking - Hungry/Thirsty                          0.18
## lowfi_Popular/Unpopular - Hungry/Thirsty                       0.98
## E                                                              0.29
## L                                                              0.35
## M                                                              0.89
## M-E                                                            0.16
## L-M                                                            0.10
##                                            xi_prm_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                        1.00
## ep_prm_Dating/Looking                                                        0.56
## ep_prm_Popular/Unpopular                                                     1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                       0.05
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                    1.00
## rho_prm_Hungry/Thirsty                                                       1.00
## rho_prm_Dating/Looking                                                       1.00
## rho_prm_Popular/Unpopular                                                    1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                      0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                   0.00
## xi_prm_Hungry/Thirsty                                                        1.00
## xi_prm_Dating/Looking                                                        1.00
## xi_prm_Popular/Unpopular                                                     1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                       0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                    0.00
## b_Hungry/Thirsty                                                             0.22
## b_Dating/Looking                                                             0.28
## b_Popular/Unpopular                                                          0.95
## b_Dating/Looking - Hungry/Thirsty                                            0.07
## b_Popular/Unpopular - Hungry/Thirsty                                         0.17
## lowfi_Hungry/Thirsty                                                         0.03
## lowfi_Dating/Looking                                                         0.12
## lowfi_Popular/Unpopular                                                      0.15
## lowfi_Dating/Looking - Hungry/Thirsty                                        0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                     0.00
## E                                                                            0.01
## L                                                                            0.27
## M                                                                            0.00
## M-E                                                                          0.12
## L-M                                                                          0.25
##                                            xi_prm_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                           1.00
## ep_prm_Dating/Looking                                                           1.00
## ep_prm_Popular/Unpopular                                                        0.12
## ep_prm_Dating/Looking - Hungry/Thirsty                                          1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                       0.08
## rho_prm_Hungry/Thirsty                                                          1.00
## rho_prm_Dating/Looking                                                          1.00
## rho_prm_Popular/Unpopular                                                       1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                         0.46
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                      0.00
## xi_prm_Hungry/Thirsty                                                           0.17
## xi_prm_Dating/Looking                                                           1.00
## xi_prm_Popular/Unpopular                                                        1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                          0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                       0.00
## b_Hungry/Thirsty                                                                0.82
## b_Dating/Looking                                                                0.28
## b_Popular/Unpopular                                                             0.51
## b_Dating/Looking - Hungry/Thirsty                                               0.30
## b_Popular/Unpopular - Hungry/Thirsty                                            0.17
## lowfi_Hungry/Thirsty                                                            0.00
## lowfi_Dating/Looking                                                            0.37
## lowfi_Popular/Unpopular                                                         0.10
## lowfi_Dating/Looking - Hungry/Thirsty                                           0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                        0.00
## E                                                                               0.12
## L                                                                               0.71
## M                                                                               0.23
## M-E                                                                             0.34
## L-M                                                                             0.04
##                                            b_Hungry/Thirsty b_Dating/Looking
## ep_prm_Hungry/Thirsty                                  1.00             1.00
## ep_prm_Dating/Looking                                  1.00             1.00
## ep_prm_Popular/Unpopular                               1.00             1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                 1.00             1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty              1.00             1.00
## rho_prm_Hungry/Thirsty                                 1.00             1.00
## rho_prm_Dating/Looking                                 1.00             1.00
## rho_prm_Popular/Unpopular                              1.00             1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                1.00             1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty             1.00             1.00
## xi_prm_Hungry/Thirsty                                  1.00             1.00
## xi_prm_Dating/Looking                                  1.00             1.00
## xi_prm_Popular/Unpopular                               1.00             1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                 1.00             1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty              1.00             1.00
## b_Hungry/Thirsty                                       0.00             0.27
## b_Dating/Looking                                       0.00             0.00
## b_Popular/Unpopular                                    0.00             0.00
## b_Dating/Looking - Hungry/Thirsty                      0.00             0.00
## b_Popular/Unpopular - Hungry/Thirsty                   0.01             0.00
## lowfi_Hungry/Thirsty                                   0.83             0.18
## lowfi_Dating/Looking                                   0.68             0.50
## lowfi_Popular/Unpopular                                0.98             0.65
## lowfi_Dating/Looking - Hungry/Thirsty                  0.31             0.54
## lowfi_Popular/Unpopular - Hungry/Thirsty               0.92             0.48
## E                                                      0.07             0.21
## L                                                      0.04             0.65
## M                                                      0.02             0.95
## M-E                                                    0.47             0.03
## L-M                                                    0.76             0.60
##                                            b_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                     1.00
## ep_prm_Dating/Looking                                     1.00
## ep_prm_Popular/Unpopular                                  1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                    1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                 1.00
## rho_prm_Hungry/Thirsty                                    1.00
## rho_prm_Dating/Looking                                    1.00
## rho_prm_Popular/Unpopular                                 1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                   1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                1.00
## xi_prm_Hungry/Thirsty                                     1.00
## xi_prm_Dating/Looking                                     1.00
## xi_prm_Popular/Unpopular                                  1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                    1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                 1.00
## b_Hungry/Thirsty                                          0.00
## b_Dating/Looking                                          0.00
## b_Popular/Unpopular                                       0.00
## b_Dating/Looking - Hungry/Thirsty                         0.21
## b_Popular/Unpopular - Hungry/Thirsty                      0.00
## lowfi_Hungry/Thirsty                                      0.74
## lowfi_Dating/Looking                                      0.62
## lowfi_Popular/Unpopular                                   0.92
## lowfi_Dating/Looking - Hungry/Thirsty                     0.41
## lowfi_Popular/Unpopular - Hungry/Thirsty                  0.67
## E                                                         0.65
## L                                                         0.42
## M                                                         0.20
## M-E                                                       0.23
## L-M                                                       0.70
##                                            b_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                   1.00
## ep_prm_Dating/Looking                                                   1.00
## ep_prm_Popular/Unpopular                                                1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                  1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                               1.00
## rho_prm_Hungry/Thirsty                                                  1.00
## rho_prm_Dating/Looking                                                  1.00
## rho_prm_Popular/Unpopular                                               1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                 1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                              1.00
## xi_prm_Hungry/Thirsty                                                   1.00
## xi_prm_Dating/Looking                                                   1.00
## xi_prm_Popular/Unpopular                                                1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                  1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                               1.00
## b_Hungry/Thirsty                                                        0.00
## b_Dating/Looking                                                        0.00
## b_Popular/Unpopular                                                     1.00
## b_Dating/Looking - Hungry/Thirsty                                       0.00
## b_Popular/Unpopular - Hungry/Thirsty                                    0.00
## lowfi_Hungry/Thirsty                                                    0.16
## lowfi_Dating/Looking                                                    0.98
## lowfi_Popular/Unpopular                                                 0.73
## lowfi_Dating/Looking - Hungry/Thirsty                                   0.06
## lowfi_Popular/Unpopular - Hungry/Thirsty                                0.33
## E                                                                       0.57
## L                                                                       0.01
## M                                                                       0.03
## M-E                                                                     0.15
## L-M                                                                     0.31
##                                            b_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                      1.00
## ep_prm_Dating/Looking                                                      1.00
## ep_prm_Popular/Unpopular                                                   1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                     1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                  1.00
## rho_prm_Hungry/Thirsty                                                     1.00
## rho_prm_Dating/Looking                                                     1.00
## rho_prm_Popular/Unpopular                                                  1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                    1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                 1.00
## xi_prm_Hungry/Thirsty                                                      1.00
## xi_prm_Dating/Looking                                                      1.00
## xi_prm_Popular/Unpopular                                                   1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                     1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                  1.00
## b_Hungry/Thirsty                                                           1.00
## b_Dating/Looking                                                           0.50
## b_Popular/Unpopular                                                        0.00
## b_Dating/Looking - Hungry/Thirsty                                          0.00
## b_Popular/Unpopular - Hungry/Thirsty                                       0.00
## lowfi_Hungry/Thirsty                                                       0.63
## lowfi_Dating/Looking                                                       0.43
## lowfi_Popular/Unpopular                                                    0.88
## lowfi_Dating/Looking - Hungry/Thirsty                                      0.15
## lowfi_Popular/Unpopular - Hungry/Thirsty                                   0.42
## E                                                                          0.03
## L                                                                          0.01
## M                                                                          0.00
## M-E                                                                        0.41
## L-M                                                                        0.79
##                                            lowfi_Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                      1.00
## ep_prm_Dating/Looking                                      1.00
## ep_prm_Popular/Unpopular                                   1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                     1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                  1.00
## rho_prm_Hungry/Thirsty                                     0.00
## rho_prm_Dating/Looking                                     0.00
## rho_prm_Popular/Unpopular                                  0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                    0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                 0.00
## xi_prm_Hungry/Thirsty                                      0.00
## xi_prm_Dating/Looking                                      0.00
## xi_prm_Popular/Unpopular                                   0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                     1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  0.18
## b_Hungry/Thirsty                                           1.00
## b_Dating/Looking                                           1.00
## b_Popular/Unpopular                                        1.00
## b_Dating/Looking - Hungry/Thirsty                          1.00
## b_Popular/Unpopular - Hungry/Thirsty                       1.00
## lowfi_Hungry/Thirsty                                       0.00
## lowfi_Dating/Looking                                       0.00
## lowfi_Popular/Unpopular                                    0.00
## lowfi_Dating/Looking - Hungry/Thirsty                      0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                   0.00
## E                                                          0.76
## L                                                          0.57
## M                                                          0.75
## M-E                                                        0.93
## L-M                                                        0.20
##                                            lowfi_Dating/Looking
## ep_prm_Hungry/Thirsty                                      1.00
## ep_prm_Dating/Looking                                      1.00
## ep_prm_Popular/Unpopular                                   1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                     1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                  1.00
## rho_prm_Hungry/Thirsty                                     0.00
## rho_prm_Dating/Looking                                     0.00
## rho_prm_Popular/Unpopular                                  0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                    1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                 0.61
## xi_prm_Hungry/Thirsty                                      0.00
## xi_prm_Dating/Looking                                      0.00
## xi_prm_Popular/Unpopular                                   0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                     1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                  1.00
## b_Hungry/Thirsty                                           1.00
## b_Dating/Looking                                           1.00
## b_Popular/Unpopular                                        1.00
## b_Dating/Looking - Hungry/Thirsty                          1.00
## b_Popular/Unpopular - Hungry/Thirsty                       1.00
## lowfi_Hungry/Thirsty                                       0.00
## lowfi_Dating/Looking                                       0.00
## lowfi_Popular/Unpopular                                    0.00
## lowfi_Dating/Looking - Hungry/Thirsty                      0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                   0.94
## E                                                          0.80
## L                                                          0.04
## M                                                          0.21
## M-E                                                        0.45
## L-M                                                        0.09
##                                            lowfi_Popular/Unpopular
## ep_prm_Hungry/Thirsty                                         1.00
## ep_prm_Dating/Looking                                         1.00
## ep_prm_Popular/Unpopular                                      1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                        1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                     1.00
## rho_prm_Hungry/Thirsty                                        0.00
## rho_prm_Dating/Looking                                        0.00
## rho_prm_Popular/Unpopular                                     0.00
## rho_prm_Dating/Looking - Hungry/Thirsty                       1.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                    1.00
## xi_prm_Hungry/Thirsty                                         0.00
## xi_prm_Dating/Looking                                         0.00
## xi_prm_Popular/Unpopular                                      0.00
## xi_prm_Dating/Looking - Hungry/Thirsty                        1.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                     1.00
## b_Hungry/Thirsty                                              1.00
## b_Dating/Looking                                              1.00
## b_Popular/Unpopular                                           1.00
## b_Dating/Looking - Hungry/Thirsty                             1.00
## b_Popular/Unpopular - Hungry/Thirsty                          1.00
## lowfi_Hungry/Thirsty                                          0.00
## lowfi_Dating/Looking                                          0.00
## lowfi_Popular/Unpopular                                       0.00
## lowfi_Dating/Looking - Hungry/Thirsty                         0.08
## lowfi_Popular/Unpopular - Hungry/Thirsty                      0.00
## E                                                             0.57
## L                                                             0.06
## M                                                             0.57
## M-E                                                           0.31
## L-M                                                           0.02
##                                            lowfi_Dating/Looking - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                       1.00
## ep_prm_Dating/Looking                                                       1.00
## ep_prm_Popular/Unpopular                                                    1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                      0.01
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                   1.00
## rho_prm_Hungry/Thirsty                                                      1.00
## rho_prm_Dating/Looking                                                      1.00
## rho_prm_Popular/Unpopular                                                   1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                     0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                  0.05
## xi_prm_Hungry/Thirsty                                                       1.00
## xi_prm_Dating/Looking                                                       1.00
## xi_prm_Popular/Unpopular                                                    1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                      0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                   0.60
## b_Hungry/Thirsty                                                            1.00
## b_Dating/Looking                                                            1.00
## b_Popular/Unpopular                                                         1.00
## b_Dating/Looking - Hungry/Thirsty                                           1.00
## b_Popular/Unpopular - Hungry/Thirsty                                        1.00
## lowfi_Hungry/Thirsty                                                        1.00
## lowfi_Dating/Looking                                                        0.00
## lowfi_Popular/Unpopular                                                     1.00
## lowfi_Dating/Looking - Hungry/Thirsty                                       0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                    0.00
## E                                                                           0.33
## L                                                                           0.05
## M                                                                           0.05
## M-E                                                                         0.76
## L-M                                                                         0.62
##                                            lowfi_Popular/Unpopular - Hungry/Thirsty
## ep_prm_Hungry/Thirsty                                                          1.00
## ep_prm_Dating/Looking                                                          1.00
## ep_prm_Popular/Unpopular                                                       1.00
## ep_prm_Dating/Looking - Hungry/Thirsty                                         1.00
## ep_prm_Popular/Unpopular - Hungry/Thirsty                                      1.00
## rho_prm_Hungry/Thirsty                                                         1.00
## rho_prm_Dating/Looking                                                         1.00
## rho_prm_Popular/Unpopular                                                      1.00
## rho_prm_Dating/Looking - Hungry/Thirsty                                        0.00
## rho_prm_Popular/Unpopular - Hungry/Thirsty                                     0.00
## xi_prm_Hungry/Thirsty                                                          1.00
## xi_prm_Dating/Looking                                                          1.00
## xi_prm_Popular/Unpopular                                                       1.00
## xi_prm_Dating/Looking - Hungry/Thirsty                                         0.00
## xi_prm_Popular/Unpopular - Hungry/Thirsty                                      0.00
## b_Hungry/Thirsty                                                               1.00
## b_Dating/Looking                                                               1.00
## b_Popular/Unpopular                                                            1.00
## b_Dating/Looking - Hungry/Thirsty                                              1.00
## b_Popular/Unpopular - Hungry/Thirsty                                           1.00
## lowfi_Hungry/Thirsty                                                           0.00
## lowfi_Dating/Looking                                                           1.00
## lowfi_Popular/Unpopular                                                        0.29
## lowfi_Dating/Looking - Hungry/Thirsty                                          0.00
## lowfi_Popular/Unpopular - Hungry/Thirsty                                       0.00
## E                                                                              0.67
## L                                                                              0.14
## M                                                                              0.14
## M-E                                                                            0.67
## L-M                                                                            0.55
##                                               E    L    M  M-E L-M
## ep_prm_Hungry/Thirsty                      1.00 1.00 1.00 1.00   1
## ep_prm_Dating/Looking                      1.00 1.00 1.00 1.00   1
## ep_prm_Popular/Unpopular                   1.00 1.00 1.00 1.00   1
## ep_prm_Dating/Looking - Hungry/Thirsty     1.00 1.00 1.00 1.00   1
## ep_prm_Popular/Unpopular - Hungry/Thirsty  1.00 1.00 1.00 1.00   1
## rho_prm_Hungry/Thirsty                     1.00 1.00 1.00 1.00   1
## rho_prm_Dating/Looking                     1.00 1.00 1.00 1.00   1
## rho_prm_Popular/Unpopular                  1.00 1.00 1.00 1.00   1
## rho_prm_Dating/Looking - Hungry/Thirsty    1.00 1.00 1.00 1.00   1
## rho_prm_Popular/Unpopular - Hungry/Thirsty 1.00 1.00 1.00 1.00   1
## xi_prm_Hungry/Thirsty                      1.00 1.00 1.00 1.00   1
## xi_prm_Dating/Looking                      1.00 1.00 1.00 1.00   1
## xi_prm_Popular/Unpopular                   1.00 1.00 1.00 1.00   1
## xi_prm_Dating/Looking - Hungry/Thirsty     1.00 1.00 1.00 1.00   1
## xi_prm_Popular/Unpopular - Hungry/Thirsty  1.00 1.00 1.00 1.00   1
## b_Hungry/Thirsty                           1.00 1.00 1.00 1.00   1
## b_Dating/Looking                           1.00 1.00 1.00 1.00   1
## b_Popular/Unpopular                        1.00 1.00 1.00 1.00   1
## b_Dating/Looking - Hungry/Thirsty          1.00 1.00 1.00 1.00   1
## b_Popular/Unpopular - Hungry/Thirsty       1.00 1.00 0.17 1.00   1
## lowfi_Hungry/Thirsty                       1.00 1.00 1.00 1.00   1
## lowfi_Dating/Looking                       1.00 1.00 1.00 1.00   1
## lowfi_Popular/Unpopular                    1.00 1.00 1.00 1.00   1
## lowfi_Dating/Looking - Hungry/Thirsty      1.00 1.00 1.00 1.00   1
## lowfi_Popular/Unpopular - Hungry/Thirsty   1.00 1.00 1.00 1.00   1
## E                                          0.00 0.15 0.00 0.00   1
## L                                          0.00 0.00 0.00 1.00   0
## M                                          0.00 0.00 0.00 1.00   1
## M-E                                        0.00 0.14 0.85 0.00   1
## L-M                                        0.05 0.00 0.26 0.22   0
## 
##  To see confidence intervals of the correlations, print with the short=FALSE option