Table 4.
Model | Prior specification | # | pD | pppp | 2.5% PPL | 97.5% PPL | PPP | DIC | RMSEA | CFI |
---|---|---|---|---|---|---|---|---|---|---|
1 | Uninformative | 70 | 72 | – | 100.4 | 204.3 | .000 | 6403 | 0.091 | 0.84 |
Informative priors on cross-loadings | ||||||||||
2 | var = 0.01 | 150 | 100 | .12 | 12.5 | 132.7 | .008 | 6352 | 0.072 | 0.92 |
3 | var = 0.02 | 150 | 108 | .61 | − 3.0 | 117.5 | .030 | 6343 | 0.066 | 0.93 |
4 | var = 0.04 | 150 | 115 | .94 | − 8.0 | 115.7 | .044 | 6347 | 0.066 | 0.94 |
5 | Revised Model 3 | 150 | 107 | .70 | − 4.8 | 111.7 | .037 | 6339 | 0.065 | 0.94 |
Informative priors on residual covariance | ||||||||||
6 | d = 10 | 340 | 211 | .44 | − 75.5 | 50.9 | .662 | 6377 | 0.010 | 1.00 |
7 | d = 20 | 340 | 209 | .20 | − 78.9 | 42.2 | .726 | 6369 | 0.000 | 1.00 |
8 | d = 30 | 340 | 214 | .06 | − 73.6 | 50.0 | .644 | 6381 | 0.020 | 0.99 |
Informative priors on cross-loadings with one residual covariance | ||||||||||
9 | Revised Model 5 | 151 | 108 | .75 | − 14.9 | 97.6 | .073 | 6329 | 0.060 | 0.95 |
N = 127; # = number of free parameters; pD = estimated number of parameters; pppp = prior posterior predictive p value; PPL = posterior predictive limit; PPP = posterior predictive p value; DIC = Deviance information criterion; RMSEA = Root mean square error of approximation; CFI = comparative fit index; d = degree of freedom