Finite mixture regression: A sparse variable selection by model selection for clustering

Electronic Journal of Statistics ◽

10.1214/15-ejs1082 ◽

2015 ◽

Vol 9 (2) ◽

pp. 2642-2674 ◽

Author(s):

Emilie Devijver

Keyword(s):

Model Selection ◽

Variable Selection ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression ◽

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Robust variable selection for finite mixture regression models

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-017-0602-4 ◽

2017 ◽

Vol 70 (3) ◽

pp. 489-521 ◽

Author(s):

Qingguo Tang ◽

R. J. Karunamuni

Keyword(s):

Variable Selection ◽

Regression Models ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Selection For ◽

Mixture Regression Models

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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

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Componentwise variable selection in finite mixture regression

Statistics and Its Interface ◽

10.4310/sii.2015.v8.n2.a11 ◽

2015 ◽

Vol 8 (2) ◽

pp. 239-254

Author(s):

Bin Chen ◽

Keying Ye

Keyword(s):

Variable Selection ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression

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A new model selection procedure for finite mixture regression models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1601222 ◽

2019 ◽

Vol 49 (18) ◽

pp. 4347-4366 ◽

Author(s):

Conglian Yu ◽

Xiyang Wang

Keyword(s):

Model Selection ◽

Regression Models ◽

Selection Procedure ◽

Finite Mixture ◽

New Model ◽

Mixture Regression ◽

Model Selection Procedure ◽

Finite Mixture Regression ◽

Mixture Regression Models

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Robust finite mixture regression for heterogeneous targets

Data Mining and Knowledge Discovery ◽

10.1007/s10618-018-0564-z ◽

2018 ◽

Vol 32 (6) ◽

pp. 1509-1560 ◽

Author(s):

Jian Liang ◽

Kun Chen ◽

Ming Lin ◽

Changshui Zhang ◽

Fei Wang

Keyword(s):

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression

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Minimum distance estimation in a finite mixture regression model

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2013.05.008 ◽

2013 ◽

Vol 120 ◽

pp. 185-204 ◽

Author(s):

Qingguo Tang ◽

Rohana J. Karunamuni

Keyword(s):

Regression Model ◽

Minimum Distance ◽

Distance Estimation ◽

Finite Mixture ◽

Minimum Distance Estimation ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Mixture Regression Model

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Finite mixture model selection for total energy consumption

International Journal of Energy and Statistics ◽

10.1142/s2335680416500095 ◽

2016 ◽

Vol 04 (02) ◽

pp. 1650009 ◽

Author(s):

S. Fallahigilan ◽

A. Sayyareh

Keyword(s):

Energy Consumption ◽

Model Selection ◽

Total Energy ◽

Mixture Model ◽

Finite Mixture Model ◽

Finite Mixture ◽

Total Energy Consumption ◽

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Wavelet-based scalar-on-function finite mixture regression models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2014.11.017 ◽

2016 ◽

Vol 93 ◽

pp. 86-96 ◽

Author(s):

Adam Ciarleglio ◽

R. Todd Ogden

Keyword(s):

Regression Models ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Mixture Regression Models

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Finite mixture regression model with random effects: application to neonatal hospital length of stay

Computational Statistics & Data Analysis ◽

10.1016/s0167-9473(02)00180-9 ◽

2003 ◽

Vol 41 (3-4) ◽

pp. 359-366 ◽

Author(s):

Kelvin K.W. Yau ◽

Andy H. Lee ◽

Angus S.K. Ng

Keyword(s):

Length Of Stay ◽

Regression Model ◽

Random Effects ◽

Hospital Length ◽

Finite Mixture ◽

Hospital Length Of Stay ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Mixture Regression Model

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Bayesian variable selection for finite mixture model of linear regressions

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2015.09.005 ◽

2016 ◽

Vol 95 ◽

pp. 1-16 ◽

Author(s):

Kuo-Jung Lee ◽

Ray-Bing Chen ◽

Ying Nian Wu

Keyword(s):

Variable Selection ◽

Mixture Model ◽

Finite Mixture Model ◽

Bayesian Variable Selection ◽

Finite Mixture ◽

Selection For ◽

Linear Regressions

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