Lasso Method - Articles - Scientific Research Publishing

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 1,439 Downloads 2,281 Views Citations
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 4,850 Downloads 8,483 Views Citations
This article belongs to the Special Issue on Probability and Its Applications
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 158 Downloads 784 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 4,571 Downloads 7,078 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 4,620 Downloads 6,041 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 1,872 Downloads 2,788 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 1,167 Downloads 2,034 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 757 Downloads 1,946 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 821 Downloads 1,993 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 8,659 Downloads 14,155 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 4,192 Downloads 6,621 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 3,423 Downloads 5,213 Views Citations
This article belongs to the Special Issue on Parameter Estimation Research
Acute and Mid-Term Results after Pulmonary Veins Isolation Using a Novel Circular Irrigated Multielectrode Mapping and Ablation Catheter (nMARQ) (Articles)

Ibrahim Marai, Mahmoud Suleiman, Jonathan Lessick, Miry Blich, Sobhi Abadi, Monther Boulos

World Journal of Cardiovascular Diseases Vol.6 No.12，December 30, 2016

DOI: 10.4236/wjcd.2016.612051 1,823 Downloads 3,687 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 988 Downloads 2,133 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 792 Downloads 1,530 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 1,061 Downloads 2,364 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 636 Downloads 1,456 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 592 Downloads 1,333 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 9,160 Downloads 17,125 Views Citations
A Clique-Based Approach to the Identification of Common Gene Association Sub-Networks (Articles)

Gaolin Zheng, Assefa Tesfay, Xinyu Huang, Alade Tokuta

Applied Mathematics Vol.4 No.6，June 4, 2013

DOI: 10.4236/am.2013.46123 3,739 Downloads 5,648 Views Citations

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