Bayesian Semiparametric Inference on Functional Relationships in Linear Mixed Models

Bayesian Analysis

Seonghyun Jeong¹ 

关键词: longitudinal data;    random effects;    model selection;    partial collapse;    panel data;    reparameterization;   

DOI  :  10.1214/15-BA987

学科分类：统计和概率

来源: Institute of Mathematical Statistics

【 摘 要 】

Regression models with varying coefficients changing over certain underlying covariates offer great flexibility in capturing a functional relationship between the response and other covariates. This article extends such regression models to include random

【 授权许可】

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