Bayesian Robust Generalized Mixed Models for Longitudinal Data
AR(1) correlation matrix
Perform MCMC algorithm to generate the posterior samples for longitudi...
Perform MCMC algorithm to generate the posterior samples
To summarizes model estimation outcomes
To compute the correlation matrix in terms of hypersphere decompositio...
Simulating a longitudinal ordinal data with HSD correlation structures...
Generate simulated data with either ARMA or MCD correlation structures...
To perform model estimation using MCMC algorithms with Bayesian methods for incomplete longitudinal studies on binary and ordinal outcomes that are measured repeatedly on subjects over time with drop-outs. Details about the method can be found in the vignette or <https://sites.google.com/view/kuojunglee/r-packages/bayesrgmm>.