Variable Selection - Articles - Scientific Research Publishing

Variable Selection for Partially Linear Varying Coefficient Transformation Models with Censored Data (Articles)

Jiang Du, Zhongzhan Zhang, Ying Lu

Open Journal of Statistics Vol.2 No.5, December 27, 2012

DOI: 10.4236/ojs.2012.25072 5,298 Downloads 9,122 Views Citations
The Analysis of Impact Factors of Foreign Investment Based on Relaxed Lasso (Articles)

Yanqi He

Journal of Applied Mathematics and Physics Vol.5 No.3, March 31, 2017

DOI: 10.4236/jamp.2017.53058 1,271 Downloads 2,323 Views Citations
Enterprise Financial Early Warning Based on Lasso Regression Screening Variables (Articles)

Xi Nie, Guangming Deng

Journal of Financial Risk Management Vol.9 No.4, December 8, 2020

DOI: 10.4236/jfrm.2020.94024 842 Downloads 2,354 Views Citations
Cross-Validation, Shrinkage and Variable Selection in Linear Regression Revisited (Articles)

Hans C. van Houwelingen, Willi Sauerbrei

Open Journal of Statistics Vol.3 No.2, April 24, 2013

DOI: 10.4236/ojs.2013.32011 8,918 Downloads 14,850 Views Citations
Efficiency of Selecting Important Variable for Longitudinal Data (Articles)

Jongmin Ra, Ki-Jong Rhee

Psychology Vol.5 No.1, January 16, 2014

DOI: 10.4236/psych.2014.51002 4,314 Downloads 6,961 Views Citations
Automatic Variable Selection for Single-Index Random Effects Models with Longitudinal Data (Articles)

Suigen Yang, Liugen Xue

Open Journal of Statistics Vol.4 No.3, April 24, 2014

DOI: 10.4236/ojs.2014.43022 3,740 Downloads 5,893 Views Citations
A Graduated Nonconvex Regularization for Sparse High Dimensional Model Estimation (Articles)

Thomas F. Coleman, Yuying Li

Journal of Computer and Communications Vol.2 No.11, September 12, 2014

DOI: 10.4236/jcc.2014.211001 2,722 Downloads 2,782 Views Citations
Clustering of the Values of a Response Variable and Simultaneous Covariate Selection Using a Stepwise Algorithm (Articles)

Olivier Collignon, Jean-Marie Monnez

Applied Mathematics Vol.7 No.15, September 12, 2016

DOI: 10.4236/am.2016.715141 1,549 Downloads 2,954 Views Citations
This article belongs to the Special Issue on Data Clustering Theory and Applications
Group Variable Selection via a Combination of L_q Norm and Correlation-Based Penalty (Articles)

Ning Mao, Wanzhou Ye

Advances in Pure Mathematics Vol.7 No.1, January 24, 2017

DOI: 10.4236/apm.2017.71005 1,744 Downloads 3,002 Views Citations
Sparse Additive Gaussian Process with Soft Interactions (Articles)

Garret Vo, Debdeep Pati

Open Journal of Statistics Vol.7 No.4, July 31, 2017

DOI: 10.4236/ojs.2017.74039 1,058 Downloads 2,458 Views Citations
Logistic and SVM Credit Score Models Based on Lasso Variable Selection (Articles)

Qingqing Li

Journal of Applied Mathematics and Physics Vol.7 No.5, May 27, 2019

DOI: 10.4236/jamp.2019.75076 1,167 Downloads 2,770 Views Citations
Construction of Parsimonious Event Risk Scores by an Ensemble Method. An Illustration for Short-Term Predictions in Chronic Heart Failure Patients from the GISSI-HF Trial (Articles)

Benoît Lalloué, Jean-Marie Monnez, Donata Lucci, Eliane Albuisson

Applied Mathematics Vol.12 No.7, July 21, 2021

DOI: 10.4236/am.2021.127045 339 Downloads 1,016 Views Citations
Variable Selection in Randomized Block Design Experiment (Articles)

Sadiah Mohammed Aljeddani

American Journal of Computational Mathematics Vol.12 No.2, June 10, 2022

DOI: 10.4236/ajcm.2022.122013 217 Downloads 1,064 Views Citations
Bayesian Variable Selection for Mixture Process Variable Design Experiment (Articles)

Sadiah M. A. Aljeddani

Open Journal of Modelling and Simulation Vol.10 No.4, October 18, 2022

DOI: 10.4236/ojmsi.2022.104022 213 Downloads 1,015 Views Citations
Nonparametric Feature Screening via the Variance of the Regression Function (Articles)

Won Chul Song, Michael G. Akritas

Open Journal of Statistics Vol.14 No.4, August 26, 2024

DOI: 10.4236/ojs.2024.144017 105 Downloads 415 Views Citations
A One-Step Variable Selection Procedure for SCAD Penalized Quantile Regression Models (Articles)

Jan G. De Gooijer

Theoretical Economics Letters Vol.16 No.1, January 9, 2026

DOI: 10.4236/tel.2026.161004 34 Downloads 132 Views Citations
Fast Variable Selection by Block Addition and Block Deletion (Articles)

Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Journal of Intelligent Learning Systems and Applications Vol.2 No.4, December 14, 2010

DOI: 10.4236/jilsa.2010.24023 4,974 Downloads 9,434 Views Citations
Variable Selection via Biased Estimators in the Linear Regression Model (Articles)

Manickavasagar Kayanan, Pushpakanthie Wijekoon

Open Journal of Statistics Vol.10 No.1, February 28, 2020

DOI: 10.4236/ojs.2020.101009 810 Downloads 2,422 Views Citations
Classification and Quantitative Analysis of Azithromycin Tablets by Raman Spectroscopy and Chemometrics (Articles)

Yan Li, Guorong Du, Wensheng Cai, Xueguang Shao

American Journal of Analytical Chemistry Vol.2 No.2, February 28, 2011

DOI: 10.4236/ajac.2011.22015 8,192 Downloads 15,810 Views Citations
Joint Variable Selection of Mean-Covariance Model for Longitudinal Data (Articles)

Dengke Xu, Zhongzhan Zhang, Liucang Wu

Open Journal of Statistics Vol.3 No.1, February 20, 2013

DOI: 10.4236/ojs.2013.31004 3,736 Downloads 6,587 Views Citations

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