Lasso Regression - Articles - Scientific Research Publishing

Penalized Flexible Bayesian Quantile Regression (Articles)

Ali Alkenani, Rahim Alhamzawi, Keming Yu

Applied Mathematics Vol.3 No.12A, December 31, 2012

DOI: 10.4236/am.2012.312A296 5,026 Downloads 8,994 Views Citations
This article belongs to the Special Issue on Probability and Its Applications
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 919 Downloads 2,600 Views Citations
Bayesian Regularized Quantile Regression Analysis Based on Asymmetric Laplace Distribution (Articles)

Qiaoqiao Tang, Haomin Zhang, Shifeng Gong

Journal of Applied Mathematics and Physics Vol.8 No.1, January 6, 2020

DOI: 10.4236/jamp.2020.81006 1,010 Downloads 2,697 Views Citations
Iterative Reweighted l₁ Penalty Regression Approach for Line Spectral Estimation (Articles)

Fei Ye, Xian Luo, Wanzhou Ye

Advances in Pure Mathematics Vol.8 No.2, February 26, 2018

DOI: 10.4236/apm.2018.82008 902 Downloads 1,872 Views Citations
Adaptive Sparse Group Variable Selection for a Robust Mixture Regression Model Based on Laplace Distribution (Articles)

Jiangtao Wang, Wanzhou Ye

Advances in Pure Mathematics Vol.10 No.1, January 19, 2020

DOI: 10.4236/apm.2020.101004 755 Downloads 1,834 Views Citations
Variable Selection in Finite Mixture of Time-Varying Regression Models (Articles)

Jing Liu, Wanzhou Ye

Advances in Pure Mathematics Vol.10 No.3, March 6, 2020

DOI: 10.4236/apm.2020.103007 683 Downloads 1,728 Views Citations
Comparison between Common Statistical Modeling Techniques Used in Research, Including: Discriminant Analysis vs Logistic Regression, Ridge Regression vs LASSO, and Decision Tree vs Random Forest (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.9 No.2, February 18, 2022

DOI: 10.4236/oalib.1108414 880 Downloads 6,127 Views Citations
Modeling Incident Duration Using Lasso and Ridge Regressions (Articles)

Zhubin Najafi, Hualiang Teng

Journal of Transportation Technologies Vol.16 No.1, December 8, 2025

DOI: 10.4236/jtts.2026.161004 60 Downloads 291 Views Citations
Price Jump Prediction in a Limit Order Book (Articles)

Ban Zheng, Eric Moulines, Frédéric Abergel

Journal of Mathematical Finance Vol.3 No.2, May 24, 2013

DOI: 10.4236/jmf.2013.32024 9,610 Downloads 20,298 Views Citations
Development and Validation of an Objective Risk Scoring System for Assessing the Likelihood of Virus Introduction in Porcine Reproductive and Respiratory Syndrome Virus-Free Sow Farms in the US (Articles)

Derald J. Holtkamp, Hui Lin, Chong Wang, Dale D. Polson

Open Journal of Veterinary Medicine Vol.3 No.2, June 6, 2013

DOI: 10.4236/ojvm.2013.32026 4,451 Downloads 7,072 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 859 Downloads 2,592 Views Citations
Prediction of Rural Residents’ Consumption Expenditure Based on Lasso and Adaptive Lasso Methods (Articles)

Xiaoting Tao, Haomin Zhang

Open Journal of Statistics Vol.6 No.6, December 27, 2016

DOI: 10.4236/ojs.2016.66094 1,565 Downloads 2,700 Views Citations
Extended Oracle Properties of Adaptive Lasso Estimators (Articles)

Lorenzo Camponovo

Open Journal of Statistics Vol.12 No.2, April 18, 2022

DOI: 10.4236/ojs.2022.122015 250 Downloads 1,179 Views Citations
Application of Sparse Bayesian Generalized Linear Model to Gene Expression Data for Classification of Prostate Cancer Subtypes (Articles)

Behrouz Madahian, Lih Y. Deng, Ramin Homayouni

Open Journal of Statistics Vol.4 No.7, August 28, 2014

DOI: 10.4236/ojs.2014.47049 4,715 Downloads 7,514 Views Citations
This article belongs to the Special Issue on Robust Statistics
Regularization and Estimation in Regression with Cluster Variables (Articles)

Qingzhao Yu, Bin Li

Open Journal of Statistics Vol.4 No.10, November 18, 2014

DOI: 10.4236/ojs.2014.410077 4,789 Downloads 6,551 Views Citations
This article belongs to the Special Issue on Statistical Modeling and Computation
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 2,007 Downloads 3,217 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 1,324 Downloads 2,487 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 9,025 Downloads 15,128 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 4,370 Downloads 7,128 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 3,567 Downloads 5,691 Views Citations
This article belongs to the Special Issue on Parameter Estimation Research

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