Simultaneous variable selection and estimation for multivariate multilevel longitudinal data with both continuous and binary responses

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2017.09.004 ◽

2018 ◽

Vol 118 ◽

pp. 126-137 ◽

Author(s):

Haocheng Li ◽

Di Shu ◽

Yukun Zhang ◽

Grace Y. Yi

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Binary Responses ◽

Variable Selection And Estimation

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Variable selection and estimation for partially linear single-index models with longitudinal data

Statistics and Computing ◽

10.1007/s11222-013-9447-8 ◽

2014 ◽

Vol 25 (3) ◽

pp. 579-593 ◽

Author(s):

Gaorong Li ◽

Peng Lai ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Single Index ◽

Partially Linear ◽

Single Index Models ◽

Variable Selection And Estimation

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Simultaneous Variable Selection and Estimation in Generalized Semiparametric Mixed Effects Modeling of Longitudinal Data

Emerging Topics in Statistics and Biostatistics - Computational and Methodological Statistics and Biostatistics ◽

10.1007/978-3-030-42196-0_19 ◽

2020 ◽

pp. 447-474

Author(s):

Mozghan Taavoni ◽

Mohammad Arashi

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Mixed Effects ◽

Mixed Effects Modeling ◽

Variable Selection And Estimation

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Variable selection for semiparametric random-effects conditional density models with longitudinal data

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2018.1554130 ◽

2018 ◽

Vol 49 (4) ◽

pp. 977-996

Author(s):

Xiaohui Yuan ◽

Yue Wang ◽

Tianqing Liu

Keyword(s):

Variable Selection ◽

Longitudinal Data ◽

Random Effects ◽

Conditional Density ◽

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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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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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Variable selection and inference procedures for marginal analysis of longitudinal data with missing observations and covariate measurement error

Canadian Journal of Statistics ◽

10.1002/cjs.11268 ◽

2015 ◽

Vol 43 (4) ◽

pp. 498-518 ◽

Author(s):

Grace Y. Yi ◽

Xianming Tan ◽

Runze Li

Keyword(s):

Measurement Error ◽

Variable Selection ◽

Longitudinal Data ◽

Missing Observations ◽

Marginal Analysis ◽

Covariate Measurement Error

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Robust Variable Selection and Estimation in Threshold Regression Model

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-020-0939-y ◽

2020 ◽

Vol 36 (2) ◽

pp. 332-346

Author(s):

Bo-wen Li ◽

Yun-qi Zhang ◽

Nian-sheng Tang

Keyword(s):

Variable Selection ◽

Regression Model ◽

Threshold Regression ◽

Threshold Regression Model ◽

Variable Selection And Estimation

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Variable selection and estimation in high‐dimensional models

Canadian Journal of Economics/Revue canadienne d économique ◽

10.1111/caje.12130 ◽

2015 ◽

Vol 48 (2) ◽

pp. 389-407 ◽

Author(s):

Joel L. Horowitz

Keyword(s):

Variable Selection ◽

High Dimensional ◽

Dimensional Models ◽

Variable Selection And Estimation

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Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data

Bernoulli ◽

10.3150/11-bej386 ◽

2013 ◽

Vol 19 (1) ◽

pp. 252-274 ◽

Author(s):

Shujie Ma ◽

Qiongxia Song ◽

Li Wang

Keyword(s):

Variable Selection ◽

Clustered Data ◽

Semiparametric Modeling ◽

Variable Selection And Estimation

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Variable selection and estimation for high‐dimensional spatial autoregressive models

Scandinavian Journal of Statistics ◽

10.1111/sjos.12452 ◽

2020 ◽

Vol 47 (2) ◽

pp. 587-607

Author(s):

Liqian Cai ◽

Tapabrata Maiti

Keyword(s):

Variable Selection ◽

Autoregressive Models ◽

High Dimensional ◽

Spatial Autoregressive ◽

Spatial Autoregressive Models ◽

Variable Selection And Estimation

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