Robust estimation in partially linear regression models

Journal of Applied Statistics ◽

10.1080/02664763.2015.1043862 ◽

2015 ◽

Vol 42 (11) ◽

pp. 2497-2508 ◽

Author(s):

Yunlu Jiang

Keyword(s):

Linear Regression ◽

Robust Estimation ◽

Regression Models ◽

Linear Regression Models ◽

Partially Linear

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Robust estimation in partially linear regression models with monotonicity constraints

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2019.1691732 ◽

2019 ◽

pp. 1-14

Author(s):

Daniela Rodríguez ◽

Marina Valdora ◽

Pablo Vena

Keyword(s):

Linear Regression ◽

Robust Estimation ◽

Regression Models ◽

Linear Regression Models ◽

Partially Linear ◽

Monotonicity Constraints

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Jackknifing type weighted least squares estimators in partially linear regression models

Statistics & Probability Letters ◽

10.1016/s0167-7152(02)00242-0 ◽

2002 ◽

Vol 60 (1) ◽

pp. 17-31

Author(s):

Jinhong You ◽

Xiaoqian Sun ◽

Wan-kai Pang ◽

Ping-kei Leung

Keyword(s):

Linear Regression ◽

Least Squares ◽

Regression Models ◽

Weighted Least Squares ◽

Linear Regression Models ◽

Partially Linear ◽

Least Squares Estimators

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Bayesian robust estimation of partially functional linear regression models using heavy-tailed distributions

Computational Statistics ◽

10.1007/s00180-020-00975-3 ◽

2020 ◽

Vol 35 (4) ◽

pp. 2077-2092

Author(s):

Guodong Shan ◽

Yiheng Hou ◽

Baisen Liu

Keyword(s):

Linear Regression ◽

Robust Estimation ◽

Regression Models ◽

Linear Regression Models ◽

Heavy Tailed Distributions ◽

Heavy Tailed ◽

Functional Linear Regression

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Partially Linear Regression Models

Wiley Series in Probability and Statistics - Theory of Ridge Regression Estimation with Applications ◽

10.1002/9781118644478.ch7 ◽

2019 ◽

pp. 171-195

Keyword(s):

Linear Regression ◽

Regression Models ◽

Linear Regression Models ◽

Partially Linear

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Test for Heteroscedasticity in Partially Linear Regression Models

Journal of Systems Science and Complexity ◽

10.1007/s11424-019-7374-2 ◽

2019 ◽

Vol 32 (4) ◽

pp. 1194-1210 ◽

Author(s):

Waled Khaled ◽

Jinguan Lin ◽

Zhongcheng Han ◽

Yanyong Zhao ◽

Hongxia Hao

Keyword(s):

Linear Regression ◽

Regression Models ◽

Linear Regression Models ◽

Partially Linear

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Least Absolute Deviation Estimate for Functional Coefficient Partially Linear Regression Models

Journal of Probability and Statistics ◽

10.1155/2012/131085 ◽

2012 ◽

Vol 2012 ◽

pp. 1-20

Author(s):

Yanqin Feng ◽

Guoxin Zuo ◽

Li Liu

Keyword(s):

Linear Regression ◽

Regression Models ◽

Least Absolute Deviation ◽

Linear Regression Models ◽

Absolute Deviation ◽

Partially Linear ◽

Deviation Estimate ◽

Functional Coefficient

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Asymptotic properties in semiparametric partially linear regression models for functional data

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-013-0240-4 ◽

2013 ◽

Vol 29 (3) ◽

pp. 631-644 ◽

Author(s):

Tao Zhang

Keyword(s):

Linear Regression ◽

Functional Data ◽

Regression Models ◽

Asymptotic Properties ◽

Linear Regression Models ◽

Partially Linear

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Empirical likelihood for semiparametric varying-coefficient partially linear regression models

Statistics & Probability Letters ◽

10.1016/j.spl.2005.08.029 ◽

2006 ◽

Vol 76 (4) ◽

pp. 412-422 ◽

Author(s):

Jinhong You ◽

Yong Zhou

Keyword(s):

Linear Regression ◽

Empirical Likelihood ◽

Regression Models ◽

Linear Regression Models ◽

Varying Coefficient ◽

Partially Linear

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Jackknifing in partially linear regression models with serially correlated errors

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2003.11.004 ◽

2005 ◽

Vol 92 (2) ◽

pp. 386-404 ◽

Author(s):

Jinhong You ◽

Xian Zhou ◽

Gemai Chen

Keyword(s):

Linear Regression ◽

Regression Models ◽

Correlated Errors ◽

Linear Regression Models ◽

Partially Linear

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Statistical inference for fixed-effects partially linear regression models with errors in variables

Statistical Papers ◽

10.1007/s00362-008-0150-3 ◽

2008 ◽

Vol 51 (3) ◽

pp. 629-650 ◽

Author(s):

Haibo Zhou ◽

Jinhong You ◽

Bin Zhou

Keyword(s):

Linear Regression ◽

Statistical Inference ◽

Fixed Effects ◽

Regression Models ◽

Errors In Variables ◽

Linear Regression Models ◽

Partially Linear

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