Bayesian semiparametric inference on functional relationships in linear mixed models

DOI10.1214/15-BA987zbMath1357.62172MaRDI QIDQ516543

Taeyoung Park, Seonghyun Jeong

Publication date: 14 March 2017

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1448852253

zbMATH Keywords

longitudinal datamodel selectionrandom effectspanel datareparameterizationpartial collapse

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Bayesian inference (62F15)

Related Items

Analysis of binary longitudinal data with time-varying effects ⋮ Bayesian Model Selection in Additive Partial Linear Models Via Locally Adaptive Splines ⋮ Time-varying coefficient model estimation through radial basis functions ⋮ Functional clustering methods for binary longitudinal data with temporal heterogeneity ⋮ Analysis of Poisson varying-coefficient models with autoregression ⋮ Efficient and flexible model-based clustering of jumps in diffusion processes