High Dimensional Longitudinal Data Analysis Using MCMC

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Documentation for package ‘longit’ version 0.1.0

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Bysmixed Bayesian mixed effect model with MCMC
BysmxDIC Bayesian mixed effect model for high dimensional longitduinal data with deviance information criterion (DIC).
BysmxHPD Bayesian mixed effect model for high dimensional longitduinal data with highest posterior density interval (HPDI).
Bysmxms Bayesian mixed model with random intercepts and random slopes for high dimensional longitudinal data
Bysmxmss Bayesian mixed model with random intercepts and random slopes for high dimensional longitudinal data with batch size.
creg Bayesian multivariate regression with unstructured covariance matrix for high dimensional longitudinal data.
gh gh
hdmarjg Missing at ranom by MCMC
hdmnarjg Missing not at random by MCMC
longitdata Repeatedly measured protein expression data
msrep longitudinal data
mvncovar1 Bayesian multivariate regression with independent covariance matrix for high dimensional longitudinal data.
mvncovar2 Bayesian multivariate normal regression with unstructured covariance matrix for high dimensional longitudinal data.
repdata longitudinal data