Least Absolute Shrinkage and Selection Operator LASSO - Articles

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 738 Downloads 2,108 Views Citations
Possibility for Short-Term Forecasting of Japanese Stocks Return by Randomly Distributed Embedding Theory (Articles)

Seisuke Sugitomo, Keiichi Maeta

Journal of Mathematical Finance Vol.9 No.3，July 8, 2019

DOI: 10.4236/jmf.2019.93015 700 Downloads 1,960 Views Citations
Analysis of Risk Factors of Fever among Inpatients in Rehabilitation Department Based on Lasso Regression Analysis (Articles)

Ling Liu, Jiayi Wang, Yingxue Zhong, Chunhua Wang, Yu Chen, Yitao Mao, Zhiwei Mou

Journal of Biosciences and Medicines Vol.8 No.5，May 9, 2020

DOI: 10.4236/jbm.2020.85012 414 Downloads 1,511 Views Citations
Study on Influence Factors of Pressure Injury Risk in the Elderly Inpatients with Kidney Disease Based on LASSO Regression (Articles)

Ling Liu#, Chunhua Wang#, Lianghong Yin, Jiayi Wang, Hong Yang, Yingxue Zhong, Zhiwei Mou, Yu Chen

Open Journal of Preventive Medicine Vol.10 No.6，June 8, 2020

DOI: 10.4236/ojpm.2020.106007 439 Downloads 1,349 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 8,671 Downloads 14,183 Views Citations
A Fully Bayesian Sparse Probit Model for Text Categorization (Articles)

Behrouz Madahian, Usef Faghihi

Open Journal of Statistics Vol.4 No.8，September 23, 2014

DOI: 10.4236/ojs.2014.48057 3,424 Downloads 5,217 Views Citations
This article belongs to the Special Issue on Parameter Estimation Research
Evaluating Common Strategies for the Efficiency of Feature Selection in the Context of Microarray Analysis (Articles)

Melania Pintilie, Jenna Sykes

Journal of Data Analysis and Information Processing Vol.5 No.1，February 9, 2017

DOI: 10.4236/jdaip.2017.51002 1,878 Downloads 2,799 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 1,169 Downloads 2,042 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 762 Downloads 1,964 Views Citations
Optimal Kelly Portfolio under Risk Constraints (Articles)

Xiaoyu Xing, Ziyue Wang, Mingzhou Zhang

Engineering Vol.17 No.3，March 26, 2025

DOI: 10.4236/eng.2025.173014 32 Downloads 169 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 4,194 Downloads 6,626 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 994 Downloads 2,147 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 1,068 Downloads 2,393 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 172 Downloads 855 Views Citations
New Facts in Regression Estimation under Conditions of Multicollinearity (Articles)

Anatoly Gordinsky

Open Journal of Statistics Vol.6 No.5，October 21, 2016

DOI: 10.4236/ojs.2016.65070 1,932 Downloads 3,425 Views Citations
This article belongs to the Special Issue on Multivariate Data Analysis
Modeling Vehicle Crash Frequency When Multicollinearity Exists in Vehicle Crash Data: Ridge Regression versus Ordinary Least Squares Linear Regression (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.9 No.6，June 23, 2022

DOI: 10.4236/oalib.1108873 157 Downloads 842 Views Citations
Impact Estimation and Filtering of Disturbances in FG5 Absolute Gravimeter Observations (Articles)

Martin Orlob, Alexander Braun

International Journal of Geosciences Vol.4 No.2，March 25, 2013

DOI: 10.4236/ijg.2013.42028 3,717 Downloads 6,473 Views Citations
Partial Functional Linear Models with ARCH Errors (Articles)

Yafei Wang, Tianfa Xie, Zhongzhan Zhang

Open Journal of Statistics Vol.8 No.2，April 26, 2018

DOI: 10.4236/ojs.2018.82023 817 Downloads 1,686 Views Citations
On Some Basic Concepts of Genetic Algorithms as a Meta-Heuristic Method for Solving of Optimization Problems (Articles)

Milena Bogdanović

Journal of Software Engineering and Applications Vol.4 No.8，August 2, 2011

DOI: 10.4236/jsea.2011.48055 5,675 Downloads 12,440 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 4,873 Downloads 9,108 Views Citations

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