Robust and efficient estimator for simultaneous model structure identification and variable selection in generalized partial linear varying coefficient models with longitudinal data

Statistical Papers ◽

10.1007/s00362-017-0890-z ◽

2017 ◽

Vol 60 (5) ◽

pp. 1649-1676 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Structure Identification ◽

Varying Coefficient Models ◽

Model Structure ◽

Efficient Estimator ◽

Varying Coefficient ◽

Partial Linear ◽

Simultaneous Model

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Robust structure identification and variable selection in partial linear varying coefficient models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2016.01.006 ◽

2016 ◽

Vol 174 ◽

pp. 153-168 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Structure Identification ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Simultaneous structure estimation and variable selection in partial linear varying coefficient models for longitudinal data

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2013.878716 ◽

2014 ◽

Vol 85 (7) ◽

pp. 1459-1473 ◽

Author(s):

Kangning Wang ◽

Lu Lin

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Structure Estimation ◽

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Automatic variable selection for varying coefficient models with longitudinal data

Statistics & Probability Letters ◽

10.1016/j.spl.2016.07.012 ◽

2016 ◽

Vol 119 ◽

pp. 84-90 ◽

Author(s):

Ruiqin Tian ◽

Liugen Xue ◽

Dengke Xu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Efficient parameter estimation and variable selection in partial linear varying coefficient quantile regression model with longitudinal data

Statistical Papers ◽

10.1007/s00362-017-0970-0 ◽

2017 ◽

Vol 61 (3) ◽

pp. 967-995 ◽

Author(s):

Kangning Wang ◽

Xiaofei Sun

Keyword(s):

Parameter Estimation ◽

Variable Selection ◽

Longitudinal Data ◽

Quantile Regression ◽

Regression Model ◽

Varying Coefficient ◽

Quantile Regression Model ◽

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Variable selection in quantile varying coefficient models with longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2012.07.015 ◽

2013 ◽

Vol 57 (1) ◽

pp. 435-449 ◽

Author(s):

Yanlin Tang ◽

Huixia Judy Wang ◽

Zhongyi Zhu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient

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Model detection and variable selection for varying coefficient models with longitudinal data

Acta Mathematica Sinica English Series ◽

10.1007/s10114-016-4639-8 ◽

2016 ◽

Vol 32 (3) ◽

pp. 331-350 ◽

Author(s):

San Ying Feng ◽

Yu Ping Hu ◽

Liu Gen Xue

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Variable selection for generalized varying coefficient models with longitudinal data

Statistical Papers ◽

10.1007/s00362-014-0647-x ◽

2014 ◽

Vol 57 (1) ◽

pp. 115-132 ◽

Author(s):

Hu Yang ◽

Chaohui Guo ◽

Jing Lv

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

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Model Structure Identification of Hybrid Dynamical Systems based on Unsupervised Clustering and Variable Selection

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.1305 ◽

2020 ◽

Vol 53 (2) ◽

pp. 1090-1095

Author(s):

Duc-An Nguyen ◽

Jude Nwadiuto ◽

Hiroyuki Okuda ◽

Tatsuya Suzuki

Keyword(s):

Dynamical Systems ◽

Variable Selection ◽

Unsupervised Clustering ◽

Structure Identification ◽

Hybrid Dynamical Systems ◽

Model Structure

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Quickly variable selection for varying coefficient models with missing response at random

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2014.922989 ◽

2018 ◽

Vol 47 (10) ◽

pp. 2327-2336

Author(s):

Jian Wu ◽

Liugen Xue ◽

Peixin Zhao

Keyword(s):

Variable Selection ◽

Varying Coefficient Models ◽

Missing Response ◽

Varying Coefficient ◽

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Polynomial spline approach for variable selection and estimation in varying coefficient models for time series data

Statistics & Probability Letters ◽

10.1016/j.spl.2014.09.008 ◽

2015 ◽

Vol 96 ◽

pp. 21-27

Author(s):

Peng Lai ◽

Jie Meng ◽

Heng Lian

Keyword(s):

Time Series ◽

Variable Selection ◽

Time Series Data ◽

Polynomial Spline ◽

Series Data ◽

Varying Coefficient Models ◽

Varying Coefficient ◽

Variable Selection And Estimation

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