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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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: 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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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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Functional Finite Mixture Regression Models

Statistica Sinica ◽

10.5705/ss.202021.0183 ◽

2024 ◽

Author(s):

Xiao Wang ◽

Yufeng Liu ◽

Hongtu Zhu

Keyword(s):

Regression Models ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression ◽

Mixture Regression Models

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Identifying random-scoring respondents in sensory research using finite mixture regression models

Food Quality and Preference ◽

10.1016/s0950-3293(01)00028-3 ◽

2001 ◽

Vol 12 (5-7) ◽

pp. 373-384 ◽

Author(s):

Graham Cleaver ◽

Michel Wedel

Keyword(s):

Regression Models ◽

Finite Mixture ◽

Mixture Regression ◽

Finite Mixture Regression ◽

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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A flexible approach to finite mixture regression models for multivariate mixed responses

Statistics & Probability Letters ◽

10.1016/j.spl.2013.04.004 ◽

2013 ◽

Vol 83 (7) ◽

pp. 1754-1758 ◽

Author(s):

Marco Alfò ◽

Irene Rocchetti

Keyword(s):

Regression Models ◽

Finite Mixture ◽

Flexible Approach ◽

Mixture Regression ◽

Mixed Responses ◽

Finite Mixture Regression ◽

Mixture Regression Models

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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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Uncovering Cluster Structure and Group-Specific Associations: Variable Selection in Multivariate Mixture Regression Models

Springer Proceedings in Mathematics & Statistics - Mathematical Sciences with Multidisciplinary Applications ◽

10.1007/978-3-319-31323-8_21 ◽

2016 ◽

pp. 481-496

Author(s):

Mahlet G. Tadesse ◽

Frédéric Mortier ◽

Stefano Monni

Keyword(s):

Variable Selection ◽

Regression Models ◽

Cluster Structure ◽

Mixture Regression ◽

Mixture Regression Models

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Variable selection in finite mixture of semi-parametric regression models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2013.835413 ◽

2016 ◽

Vol 45 (3) ◽

pp. 695-711 ◽

Author(s):

Ehsan Ormoz ◽

Farzad Eskandari

Keyword(s):

Variable Selection ◽

Regression Models ◽

Finite Mixture ◽

Parametric Regression ◽

Parametric Regression Models

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