Two-layer EM algorithm for ALD mixture regression models: a new solution to composite quantile regression
type: Item
instance of: scholarly article
title: Two-layer EM algorithm for ALD mixture regression models: a new solution to composite quantile regression
zbMATH Open document ID: 1466.62211
author: Shangshan Wang
author: Liming Xiang
published in: Computational Statistics and Data Analysis
publication date: 2018-08-14T00:00:00Z
full work available at URL: http://hdl.handle.net/10220/43534
Mathematics Subject Classification ID: 62-08
Mathematics Subject Classification ID: 62G08
zbMATH DE Number: 6917781
zbMATH Keywords: asymmetric Laplace distribution
zbMATH Keywords: composite quantile regression
zbMATH Keywords: EM algorithm
zbMATH Keywords: mixture regression model
zbMATH Keywords: robustness
MaRDI profile type: Publication
OpenAlex ID: W2702533159
cites work: Q3331506
cites work: The use of mixtures for dealing with non-normal regression errors
cites work: Penalized Composite Quasi-Likelihood for Ultrahigh Dimensional Variable Selection
cites work: Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
cites work: Sure Independence Screening for Ultrahigh Dimensional Feature Space
cites work: A multivariate linear regression analysis using finite mixtures of \(t\) distributions
cites work: Quantile regression for longitudinal data using the asymmetric Laplace distribution
cites work: Linear quantile mixed models
cites work: Q3543468
cites work: Q3145539
cites work: An EM type algorithm for maximum likelihood estimation of the normal-inverse Gaussian distribution
cites work: Smoothly Clipped Absolute Deviation on High Dimensions
cites work: Q3413299
cites work: Regression Quantiles
cites work: Goodness of Fit and Related Inference Processes for Quantile Regression
cites work: Gibbs sampling methods for Bayesian quantile regression
cites work: Q3949804
cites work: Multivariate linear regression with non-normal errors: a solution based on mixture models
cites work: Robust mixture regression model fitting by Laplace distribution
cites work: Estimation of linear composite quantile regression using EM algorithm
cites work: Q4864293
cites work: Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension
cites work: Bayesian quantile regression
cites work: A Three-Parameter Asymmetric Laplace Distribution and Its Extension
cites work: Composite quantile regression and the oracle model selection theory
DOI: 10.1016/J.CSDA.2017.06.002
description: scientific article; zbMATH DE number 6917781