scholarly journals Partially linear monotone methods with automatic variable selection and monotonicity direction discovery

2020 ◽  
Vol 39 (25) ◽  
pp. 3549-3568
Author(s):  
Solveig Engebretsen ◽  
Ingrid K. Glad
Keyword(s):  
Variable Selection ◽  
Partially Linear ◽  
Monotone Methods

A Bagged, Partially Linear, Tree-Based Regression Procedure for Prediction and Variable Selection

2015 ◽  
Vol 79 (3-4) ◽  
pp. 182-193 ◽  
Author(s):  
Cyprien Mbogning ◽  
Hervé Perdry ◽  
Philippe Broët
Keyword(s):  
Variable Selection ◽  
Regression Procedure ◽  
Partially Linear

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

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

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

Metrika ◽  
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 ◽  
Selection For

Variable selection and parameter estimation for partially linear models via Dantzig selector

Metrika ◽  
2012 ◽  
Vol 76 (2) ◽  
pp. 225-238 ◽  
Author(s):  
Feng Li ◽  
Lu Lin ◽  
Yuxia Su
Keyword(s):  
Parameter Estimation ◽  
Variable Selection ◽  
Linear Models ◽  
Partially Linear Models ◽  
Dantzig Selector ◽  
Partially Linear
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