Penalized least-squares estimation for regression coefficients in high-dimensional partially linear models

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2011.03.005 ◽

2012 ◽

Vol 142 (2) ◽

pp. 379-389 ◽

Author(s):

Huey-Fan Ni

Keyword(s):

Least Squares ◽

Linear Models ◽

Least Squares Estimation ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Penalized Least Squares ◽

Partially Linear

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A new test for high‐dimensional regression coefficients in partially linear models

Canadian Journal of Statistics ◽

10.1002/cjs.11665 ◽

2021 ◽

Author(s):

Fanrong Zhao ◽

Nan Lin ◽

Baoxue Zhang

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear ◽

High Dimensional Regression

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Tests for regression coefficients in high dimensional partially linear models

Statistics & Probability Letters ◽

10.1016/j.spl.2020.108772 ◽

2020 ◽

Vol 163 ◽

pp. 108772

Author(s):

Yan Liu ◽

Sanguo Zhang ◽

Shuangge Ma ◽

Qingzhao Zhang

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear

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Empirical Likelihood Test for Regression Coefficients in High Dimensional Partially Linear Models

Journal of Systems Science and Complexity ◽

10.1007/s11424-020-9260-3 ◽

2020 ◽

Author(s):

Yan Liu ◽

Mingyang Ren ◽

Sanguo Zhang

Keyword(s):

Empirical Likelihood ◽

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear

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Test for high dimensional regression coefficients of partially linear models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2019.1594293 ◽

2020 ◽

Vol 49 (17) ◽

pp. 4091-4116

Author(s):

Siyang Wang ◽

Hengjian Cui

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear ◽

High Dimensional Regression

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Generalized F-test for high dimensional regression coefficients of partially linear models

Journal of Systems Science and Complexity ◽

10.1007/s11424-017-6012-0 ◽

2017 ◽

Vol 30 (5) ◽

pp. 1206-1226 ◽

Author(s):

Siyang Wang ◽

Hengjian Cui

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

F Test ◽

Partially Linear ◽

High Dimensional Regression

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Bootstrap-Based LASSO-Type Selection to Build Generalized Additive Partially Linear Models for High-Dimensional Data

Monte-Carlo Simulation-Based Statistical Modeling - ICSA Book Series in Statistics ◽

10.1007/978-981-10-3307-0_18 ◽

2017 ◽

pp. 405-424

Author(s):

Xiang Liu ◽

Tian Chen ◽

Yuanzhang Li ◽

Hua Liang

Keyword(s):

Linear Models ◽

High Dimensional Data ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear ◽

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Regularization statistical inferences for partially linear models with high dimensional endogenous covariates

Journal of the Korean Statistical Society ◽

10.1007/s42952-020-00067-4 ◽

2020 ◽

Author(s):

Changqing Liu ◽

Peixin Zhao ◽

Yiping Yang

Keyword(s):

Linear Models ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear ◽

Statistical Inferences ◽

Endogenous Covariates

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Variable selection for high-dimensional varying coefficient partially linear models via nonconcave penalty

Metrika ◽

10.1007/s00184-012-0422-8 ◽

2012 ◽

Vol 76 (7) ◽

pp. 887-908 ◽

Author(s):

Zhaoping Hong ◽

Yuao Hu ◽

Heng Lian

Keyword(s):

Variable Selection ◽

Linear Models ◽

High Dimensional ◽

Partially Linear Models ◽

Varying Coefficient ◽

Partially Linear ◽

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Generalized p-values for testing regression coefficients in partially linear models

Journal of Systems Science and Complexity ◽

10.1007/s11424-010-8147-0 ◽

2010 ◽

Vol 23 (6) ◽

pp. 1118-1132 ◽

Author(s):

Huimin Hu ◽

Xingzhong Xu ◽

Guoying Li

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

Partially Linear Models ◽

P Values ◽

Partially Linear

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Sequential profile Lasso for ultra-high-dimensional partially linear models

Statistical Theory and Related Fields ◽

10.1080/24754269.2017.1396432 ◽

2017 ◽

Vol 1 (2) ◽

pp. 234-245 ◽

Author(s):

Yujie Li ◽

Gaorong Li ◽

Tiejun Tong

Keyword(s):

Linear Models ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear

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