Table 3.

Model selection results with PSSI β-signatures in the left IFG as the dependent variables and MASQa

ModelPredictorsGoodness of fit (in small-is-better form)Omnibus test
Log likelihoodAkaike's Information criterionLikelihood ratio χ2dfp
Model 1: GLM
    1GDA, GDD, AA, AD14.41−16.839.47850.05
    2GDA, GDD, AD14.22−18.439.0830.028
    3GDA, GDD13.42−18.847.49620.024
ComponentVarianceErrorR2PRESSPredicted R2 by LOOCV
Model 2: PLS regression
    10.3540.6930.2510.9100.016
    20.8170.6700.2760.8930.035
  • aAA, Anxious arousal; AD, anhedonic depression; PRESS, prediction residual error sum of squares; LOOCV, leave-one-out cross validation.