On varying-coefficient independence screening for high-dimensional varying-coefficient models

Concave group methods for variable selection and estimation in high-dimensional varying coefficient models

Science China Mathematics ◽

10.1007/s11425-014-4842-y ◽

2014 ◽

Vol 57 (10) ◽

pp. 2073-2090 ◽

Cited By ~ 1

Author(s):

GuangRen Yang ◽

Jian Huang ◽

Yong Zhou

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Group Methods ◽

Variable Selection And Estimation

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Variable selection for high-dimensional generalized varying-coefficient models

Statistica Sinica ◽

10.5705/ss.2010.308 ◽

2012 ◽

Cited By ~ 2

Author(s):

Heng Lian

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Selection For

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Spline estimator for ultra-high dimensional partially linear varying coefficient models

Annals of the Institute of Statistical Mathematics ◽

10.1007/s10463-018-0654-0 ◽

2018 ◽

Vol 71 (3) ◽

pp. 657-677 ◽

Cited By ~ 1

Author(s):

Zhaoliang Wang ◽

Liugen Xue ◽

Gaorong Li ◽

Fei Lu

Keyword(s):

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Partially Linear

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Variance estimation for sparse ultra-high dimensional varying coefficient models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1429627 ◽

2018 ◽

Vol 48 (5) ◽

pp. 1270-1283

Author(s):

Zhaoliang Wang ◽

Liugen Xue

Keyword(s):

Variance Estimation ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient

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Robust variable selection in high-dimensional varying coefficient models based on weighted composite quantile regression

Statistical Papers ◽

10.1007/s00362-015-0736-5 ◽

2015 ◽

Vol 58 (4) ◽

pp. 1009-1033 ◽

Cited By ~ 4

Author(s):

Chaohui Guo ◽

Hu Yang ◽

Jing Lv

Keyword(s):

Variable Selection ◽

Quantile Regression ◽

High Dimensional ◽

Varying Coefficient Models ◽

Composite Quantile Regression ◽

Varying Coefficient

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Quantile-adaptive variable screening in ultra-high dimensional varying coefficient models

Journal of Applied Statistics ◽

10.1080/02664763.2015.1072141 ◽

2015 ◽

Vol 43 (4) ◽

pp. 643-654 ◽

Cited By ~ 4

Author(s):

Junying Zhang ◽

Riquan Zhang ◽

Zhiping Lu

Keyword(s):

High Dimensional ◽

Varying Coefficient Models ◽

Variable Screening ◽

Varying Coefficient

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Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Varying Coefficient Models

Journal of the American Statistical Association ◽

10.1080/01621459.2013.879828 ◽

2014 ◽

Vol 109 (507) ◽

pp. 1270-1284 ◽

Cited By ~ 82

Author(s):

Jianqing Fan ◽

Yunbei Ma ◽

Wei Dai

Keyword(s):

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient

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High-dimensional quantile varying-coefficient models with dimension reduction

Metrika ◽

10.1007/s00184-021-00814-5 ◽

2021 ◽

Author(s):

Weihua Zhao ◽

Rui Li ◽

Heng Lian

Keyword(s):

Dimension Reduction ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient

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Variable selection in high-dimensional quantile varying coefficient models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2013.07.015 ◽

2013 ◽

Vol 122 ◽

pp. 115-132 ◽

Cited By ~ 10

Author(s):

Yanlin Tang ◽

Xinyuan Song ◽

Huixia Judy Wang ◽

Zhongyi Zhu

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient

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Spline estimator for simultaneous variable selection and constant coefficient identification in high-dimensional generalized varying-coefficient models

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2015.06.011 ◽

2015 ◽

Vol 141 ◽

pp. 81-103 ◽

Cited By ~ 2

Author(s):

Heng Lian ◽

Jie Meng ◽

Kaifeng Zhao

Keyword(s):

Variable Selection ◽

Constant Coefficient ◽

High Dimensional ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Coefficient Identification

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