Group LASSO; Linear Mixed Model; Longitudinal Data; Marginal ; Variable Selection - Articles

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 4,417 Downloads 7,219 Views Citations
Marginal Conceptual Predictive Statistic for Mixed Model Selection (Articles)

Cheng Wenren, Junfeng Shang, Juming Pan

Open Journal of Statistics Vol.6 No.2, April 26, 2016

DOI: 10.4236/ojs.2016.62021 2,230 Downloads 3,957 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 3,849 Downloads 6,121 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 261 Downloads 1,246 Views Citations
Shrinkage Estimation of Semiparametric Model with Missing Responses for Cluster Data (Articles)

Mingxing Zhang, Jiannan Qiao, Huawei Yang, Zixin Liu

Open Journal of Statistics Vol.5 No.7, December 24, 2015

DOI: 10.4236/ojs.2015.57076 3,841 Downloads 4,874 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 1,335 Downloads 2,532 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 951 Downloads 2,676 Views Citations
Analysis of Influencing Factors on Survival Time of Patients with Heart Failure (Articles)

Jianwei Sheng, Xiyuan Qian, Tong Ruan

Open Journal of Statistics Vol.8 No.4, July 19, 2018

DOI: 10.4236/ojs.2018.84042 1,033 Downloads 2,742 Views Citations
This article belongs to the Special Issue on Medical Statistics
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 3,850 Downloads 6,861 Views Citations
Automatic Variable Selection for High-Dimensional Linear Models with Longitudinal Data (Articles)

Ruiqin Tian, Liugen Xue

Open Journal of Statistics Vol.4 No.1, January 27, 2014

DOI: 10.4236/ojs.2014.41005 3,203 Downloads 5,654 Views Citations
The Effects of Covariance Structures on Modelling of Longitudinal Data (Articles)

Yin Chen, Yu Fei, Jianxin Pan

Open Access Library Journal Vol.2 No.10, October 28, 2015

DOI: 10.4236/oalib.1102086 1,150 Downloads 2,473 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 9,095 Downloads 15,264 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 1,197 Downloads 2,845 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 1,248 Downloads 3,051 Views Citations
Zero Truncated Bivariate Poisson Model: Marginal-Conditional Modeling Approach with an Application to Traffic Accident Data (Articles)

Rafiqul I. Chowdhury, M. Ataharul Islam

Applied Mathematics Vol.7 No.14, August 25, 2016

DOI: 10.4236/am.2016.714137 2,368 Downloads 4,394 Views Citations
Predictors of the Aggregate of COVID-19 Cases and Its Case-Fatality: A Global Investigation Involving 120 Countries (Articles)

Sarah Al-Gahtani, Mohamed Shoukri, Maha Al-Eid

Open Journal of Statistics Vol.11 No.2, March 9, 2021

DOI: 10.4236/ojs.2021.112014 707 Downloads 2,028 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 881 Downloads 2,644 Views Citations
Comparative Performance of Propensity Score Methods for Clinical Multi-Group Data: Balancing Confounders and Estimating Treatment Effects (Articles)

Xinlan Teng, Jiayu Chen, Ying Guan, Kailiang Shen, Wenyi Lai, Emmanuel Nizeyimana, Teaway Angeline Patience, Eric Hu

International Journal of Clinical Medicine Vol.17 No.1, January 5, 2026

DOI: 10.4236/ijcm.2026.171001 89 Downloads 588 Views Citations
Nonparametric Estimation in Linear Mixed Models with Uncorrelated Homoscedastic Errors (Articles)

Eugène-Patrice Ndong Nguéma, Betrand Fesuh Nono, Henri Gwét

Open Journal of Statistics Vol.11 No.4, August 30, 2021

DOI: 10.4236/ojs.2021.114035 522 Downloads 3,140 Views Citations
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 1,845 Downloads 3,236 Views Citations

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