Figure 7
From: Bayesian semiparametric inference in longitudinal metabolomics data
Results for the EarlyBird study obtained by the lme method: (a) Estimated values of \({\varvec{\alpha }}\) and their \(90\%\) confidence intervals. (b) Observed (solid lines) and fitted (dotted lines) trajectories of y for 5 randomly selected subjects super-imposed over time-specific sample means across all subjects (solid black line) and the corresponding fitted values (dotted black line). The bullets represent mean imputed missing values, assumed to equal the unknown true values for plotting purposes. (c) Estimated values of \({\varvec{\beta }}\) and their \(90\%\) confidence intervals. The first 4 components correspond to anthropometric baseline predictors. The remaining 88 components correspond to the time-varying predictors, comprising 10 clinical variables and 78 metabolites.
