Bayesian LASSO - Articles - Scientific Research Publishing

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 827 Downloads 2,009 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
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 796 Downloads 1,539 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 1,442 Downloads 2,293 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 4,853 Downloads 8,497 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 160 Downloads 794 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 4,572 Downloads 7,088 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 4,622 Downloads 6,045 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 1,878 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 1,965 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 8,672 Downloads 14,187 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
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 1,825 Downloads 3,695 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 2,394 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 640 Downloads 1,462 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 594 Downloads 1,341 Views Citations
A consistency contribution based bayesian network model for medical diagnosis (Articles)

Yan-Ping Yang

Journal of Biomedical Science and Engineering Vol.3 No.5，May 27, 2010

DOI: 10.4236/jbise.2010.35068 6,090 Downloads 10,585 Views Citations
A Bayesian Regression Model and Applications (Articles)

Yijun Yu

Journal of Applied Mathematics and Physics Vol.8 No.9，September 22, 2020

DOI: 10.4236/jamp.2020.89141 707 Downloads 2,015 Views Citations

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