Adaptive Sparse Group Variable Selection for a Robust Mixture Regression Model Based on Laplace Distribution

Advances in Pure Mathematics ◽

10.4236/apm.2020.101004 ◽

2020 ◽

Vol 10 (01) ◽

pp. 39-55

Author(s):

Jiangtao Wang ◽

Wanzhou Ye

Keyword(s):

Variable Selection ◽

Regression Model ◽

Laplace Distribution ◽

Mixture Regression ◽

Group Variable Selection ◽

Model Based ◽

Selection For ◽

Mixture Regression Model ◽

Download Full-text

Joint rank and variable selection for parsimonious estimation in a high-dimensional finite mixture regression model

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2017.02.006 ◽

2017 ◽

Vol 157 ◽

pp. 1-13

Author(s):

Emilie Devijver

Keyword(s):

Variable Selection ◽

Regression Model ◽

Finite Mixture ◽

High Dimensional ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Selection For ◽

Mixture Regression Model

Download Full-text

A Gaussian mixture regression model based adaptive filter for non-Gaussian noise without a priori statistic

Signal Processing ◽

10.1016/j.sigpro.2021.108314 ◽

2021 ◽

pp. 108314

Author(s):

Haoran Cui ◽

Xiaoxu Wang ◽

Shuaihe Gao ◽

Tiancheng Li

Keyword(s):

Regression Model ◽

Adaptive Filter ◽

Gaussian Noise ◽

A Priori ◽

Gaussian Mixture ◽

Mixture Regression ◽

Model Based ◽

Non Gaussian ◽

Mixture Regression Model

Download Full-text

Novel Group Variable Selection for Salient Skull Region Selection and Sex Determination

Advances in Brain Inspired Cognitive Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00563-4_24 ◽

2018 ◽

pp. 248-259 ◽

Author(s):

Olasimbo Ayodeji Arigbabu ◽

Iman Yi Liao ◽

Nurliza Abdullah ◽

Mohamad Helmee Mohamad Noor

Keyword(s):

Variable Selection ◽

Sex Determination ◽

Group Variable Selection ◽

Region Selection ◽

Selection For ◽

Download Full-text

Objective Bayesian group variable selection for linear model

Computational Statistics ◽

10.1007/s00180-021-01160-w ◽

2021 ◽

Author(s):

Sang Gil Kang ◽

Woo Dong Lee ◽

Yongku Kim

Keyword(s):

Variable Selection ◽

Linear Model ◽

Group Variable Selection ◽

Selection For ◽

Download Full-text

Robust mixture regression model fitting by Laplace distribution

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.06.022 ◽

2014 ◽

Vol 71 ◽

pp. 128-137 ◽

Author(s):

Weixing Song ◽

Weixin Yao ◽

Yanru Xing

Keyword(s):

Regression Model ◽

Model Fitting ◽

Laplace Distribution ◽

Mixture Regression ◽

Mixture Regression Model

Download Full-text

Group variable selection for relative error regression

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2016.02.006 ◽

2016 ◽

Vol 175 ◽

pp. 40-50 ◽

Author(s):

Xianhui Liu ◽

Yuanyuan Lin ◽

Zhanfeng Wang

Keyword(s):

Variable Selection ◽

Relative Error ◽

Group Variable Selection ◽

Selection For ◽

Download Full-text

Network-based group variable selection for detecting expression quantitative trait loci (eQTL)

BMC Bioinformatics ◽

10.1186/1471-2105-12-269 ◽

2011 ◽

Vol 12 (1) ◽

Author(s):

Weichen Wang ◽

Xuegong Zhang

Keyword(s):

Quantitative Trait Loci ◽

Variable Selection ◽

Quantitative Trait ◽

Expression Quantitative Trait Loci ◽

Group Variable Selection ◽

Selection For ◽

Download Full-text

Group variable selection for recurrent event model with a diverging number of covariates

Statistics and Its Interface ◽

10.4310/21-sii663 ◽

2021 ◽

Vol 14 (4) ◽

pp. 431-447

Author(s):

Kaida Cai ◽

Hua Shen ◽

Xuewen Lu

Keyword(s):

Variable Selection ◽

Recurrent Event ◽

Group Variable Selection ◽

Event Model ◽

Selection For ◽

Download Full-text

Group variable selection for data with dependent structures

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2010.529812 ◽

2012 ◽

Vol 82 (1) ◽

pp. 95-106 ◽

Author(s):

Lingmin Zeng ◽

Jun Xie

Keyword(s):

Variable Selection ◽

Group Variable Selection ◽

Selection For ◽

Download Full-text

Variable selection for Cox's proportional hazards regression model based on LASSO-CDA

Advances in Electrical and Electronics Engineering ◽

10.2495/iceee140241 ◽

2014 ◽

Author(s):

Xuejing Zhao ◽

Jinxia Su ◽

Xiaoping Wu

Keyword(s):

Variable Selection ◽

Regression Model ◽

Proportional Hazards ◽

Model Based ◽

Proportional Hazards Regression ◽

Download Full-text