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A Copula-Based GLMM Model for Multivariate Longitudinal Data with Mixed-Types of Responses

期刊: SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 2020; 82 (2)

We propose a copula-based generalized linear mixed model (GLMM) to jointly analyze multivariate longitudinal data with mixed types, including continuo......

A Blockwise Consistency Method for Parameter Estimation of Complex Models

期刊: SANKHYA-SERIES B-APPLIED AND INTERDISCIPLINARY STATISTICS, 2020; 80 ()

The drastic improvement in data collection and acquisition technologies has enabled scientists to collect a great amount of data. With the growing dat......

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