Flexible Bayesian modeling for longitudinal binary and ordinal responses - Kang, Jizhou; Kottas, Athanasios (Statistics and computing, 2024)
Keywords: Artificial Intelligence; Computer Science; Correlation analysis; Covariance; Data analysis; Gaussian process; Inference; Longitudinal studies; Modelling; Original Paper; Probability and Statistics in Computer Science; Statistical Theory and Methods; Statistics and Computing/Statistics Programs; Stochastic models; Stochastic processes; Synthetic data; Bayesian hierarchical modeling; Student-t process; Markov chain Monte Carlo; Functional data analysis; Continuation-ratio logits