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 711 Downloads 2,058 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 690 Downloads 1,944 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 410 Downloads 1,486 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 432 Downloads 1,314 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 8,625 Downloads 14,120 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 3,414 Downloads 5,190 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 1,867 Downloads 2,787 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 1,157 Downloads 2,015 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 735 Downloads 1,901 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 4,174 Downloads 6,587 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 982 Downloads 2,122 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 1,051 Downloads 2,343 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 163 Downloads 825 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 1,924 Downloads 3,399 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 148 Downloads 814 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 3,709 Downloads 6,459 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 799 Downloads 1,654 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 5,649 Downloads 12,376 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 4,858 Downloads 9,082 Views Citations
Selection Rules for Exponential Population Threshold Parameters (Articles)

Gary C. McDonald, Jezerca Hodaj

Applied Mathematics Vol.16 No.1，January 15, 2025

DOI: 10.4236/am.2025.161001 50 Downloads 236 Views Citations

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