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