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Shrinkage estimation of fixed and random effects in linear quantile mixed models

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This paper presents a Bayesian analysis of linear mixed models for quantile regression using a modified Cholesky decomposition for the covariance matrix of random effects and an asymmetric Laplace ... Click to show full abstract

This paper presents a Bayesian analysis of linear mixed models for quantile regression using a modified Cholesky decomposition for the covariance matrix of random effects and an asymmetric Laplace ...

Keywords: shrinkage estimation; estimation fixed; fixed random; random effects; mixed models; effects linear

Journal Title: Journal of Applied Statistics
Year Published: 2021

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