Table 2 Deviance information criterion (DIC) and log pseudo marginal likelihood (LPML) estimates for the proposed Bayesian semiparametric latent factor based model (BSP-LF), and a related sub-model with diagonal covariance matrices for the covariates (BSP-Diag).
From: Bayesian semiparametric inference in longitudinal metabolomics data
Selection criteria | Method | |
|---|---|---|
BSP-LF | BSP-Diag | |
DIC | 142,823.1 | 286,136.1 |
LPML | -59.3189 | -96.1627 |