a$DIC
#> Transition Response_Time Response Joint Total
#> D_bar 1381.299 NA 14677.62 1922.947 17981.86
#> D(theta_bar) 1288.928 NA 14267.00 1908.789 17464.72
#> DIC 1473.669 NA 15088.24 1937.106 18499.01
head(a$PPP_total_scores)
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 0.7857143 0.5571429 0.2857143 0.4285714 1.0000000
#> [2,] 0.6714286 0.6142857 0.8285714 1.0000000 0.8571429
#> [3,] 0.9714286 0.7571429 0.9571429 0.9000000 0.2857143
#> [4,] 1.0000000 0.2428571 0.8142857 0.8571429 0.1285714
#> [5,] 1.0000000 0.4000000 0.1714286 0.8285714 1.0000000
#> [6,] 0.8571429 0.9142857 0.6714286 0.0000000 0.2000000
head(a$PPP_item_means)
#> [1] 0.4857143 0.6142857 0.5714286 0.3571429 0.5714286 0.5428571
head(a$PPP_item_ORs)
#> [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
#> [1,] NA 0.6285714 0.7571429 0.1571429 0.8142857 0.6857143 0.3571429 0.4714286
#> [2,] NA NA 0.5714286 0.6428571 0.4285714 0.3857143 1.0000000 0.8428571
#> [3,] NA NA NA 0.4714286 0.1857143 0.4285714 0.2142857 0.7428571
#> [4,] NA NA NA NA 0.4428571 0.5142857 0.1714286 0.8714286
#> [5,] NA NA NA NA NA 0.2000000 0.4714286 0.1857143
#> [6,] NA NA NA NA NA NA 0.3000000 0.3000000
#> [,9] [,10] [,11] [,12] [,13] [,14] [,15]
#> [1,] 0.9142857 0.52857143 0.40000000 0.84285714 0.7857143 0.48571429 0.41428571
#> [2,] 0.4142857 0.82857143 0.00000000 0.01428571 0.3571429 0.68571429 0.40000000
#> [3,] 0.3857143 0.01428571 0.35714286 0.60000000 0.8000000 0.34285714 0.01428571
#> [4,] 0.4000000 0.50000000 0.25714286 0.90000000 0.8714286 0.04285714 0.78571429
#> [5,] 0.4571429 0.60000000 0.04285714 0.51428571 0.6000000 0.44285714 0.07142857
#> [6,] 0.3857143 0.68571429 0.92857143 0.07142857 0.9714286 0.15714286 0.87142857
#> [,16] [,17] [,18] [,19] [,20] [,21] [,22]
#> [1,] 0.7714286 0.9142857 0.40000000 0.6000000 0.6571429 0.1714286 0.04285714
#> [2,] 0.3142857 0.8142857 0.05714286 0.6571429 0.1857143 0.9142857 0.64285714
#> [3,] 0.4142857 0.2714286 0.21428571 0.2000000 0.8714286 0.4857143 0.77142857
#> [4,] 0.5000000 0.8000000 0.54285714 0.8428571 0.2428571 0.1857143 0.58571429
#> [5,] 0.7428571 0.6571429 0.17142857 0.4571429 0.5571429 0.8857143 0.22857143
#> [6,] 0.8142857 0.8714286 0.35714286 0.8428571 0.8142857 0.7000000 0.28571429
#> [,23] [,24] [,25] [,26] [,27] [,28] [,29]
#> [1,] 0.65714286 0.3142857 0.1000000 0.6285714 0.48571429 0.58571429 0.5857143
#> [2,] 0.07142857 0.4000000 0.4000000 0.7428571 0.57142857 0.85714286 0.1142857
#> [3,] 0.10000000 0.6428571 0.4428571 0.1571429 0.71428571 0.04285714 0.8000000
#> [4,] 0.24285714 0.5142857 0.1857143 0.3285714 0.98571429 0.24285714 0.5285714
#> [5,] 0.25714286 0.9285714 0.9285714 0.9000000 0.67142857 0.97142857 0.5285714
#> [6,] 0.01428571 0.2285714 0.6428571 0.2428571 0.02857143 0.41428571 0.9000000
#> [,30] [,31] [,32] [,33] [,34] [,35] [,36]
#> [1,] 0.08571429 0.41428571 0.9857143 0.4714286 0.6285714 0.3428571 0.8714286
#> [2,] 0.21428571 0.92857143 0.9285714 1.0000000 0.6714286 0.8714286 0.6571429
#> [3,] 0.51428571 0.58571429 0.8714286 0.2571429 0.8000000 0.5714286 0.1571429
#> [4,] 0.75714286 0.50000000 0.8428571 1.0000000 0.1000000 0.8714286 0.9142857
#> [5,] 0.87142857 0.08571429 0.9142857 0.5714286 0.8142857 1.0000000 0.7857143
#> [6,] 0.52857143 0.58571429 0.7714286 0.2428571 0.2714286 0.8142857 0.6571429
#> [,37] [,38] [,39] [,40] [,41] [,42] [,43]
#> [1,] 0.14285714 0.1000000 0.3428571 0.1142857 0.7571429 0.98571429 0.4285714
#> [2,] 0.77142857 0.8000000 0.3428571 0.9857143 0.8571429 0.11428571 0.9428571
#> [3,] 0.22857143 0.3428571 0.6142857 0.9142857 0.2428571 0.04285714 0.7571429
#> [4,] 0.02857143 0.7714286 0.4285714 0.7571429 0.7428571 0.94285714 0.8000000
#> [5,] 0.58571429 0.4285714 0.2428571 0.7000000 0.5428571 0.75714286 0.6714286
#> [6,] 0.12857143 0.8428571 0.2714286 0.4571429 0.7142857 0.51428571 0.2285714
#> [,44] [,45] [,46] [,47] [,48] [,49] [,50]
#> [1,] 0.3142857 0.8142857 0.9285714 0.1571429 0.8428571 0.7142857 0.9000000
#> [2,] 0.9000000 0.9285714 0.5428571 0.2428571 0.3428571 0.5000000 0.3428571
#> [3,] 0.6142857 0.7285714 0.3142857 0.8714286 0.9285714 0.6000000 0.5000000
#> [4,] 0.7142857 0.4571429 0.8142857 0.9857143 0.1428571 0.9428571 0.8571429
#> [5,] 0.6000000 0.8428571 0.6142857 0.1142857 0.8571429 0.5571429 0.6000000
#> [6,] 0.3571429 0.7142857 0.3000000 0.5714286 0.8714286 0.4142857 0.4571429