585
Views
14
CrossRef citations to date
0
Altmetric
Original Articles

A stepwise regression algorithm for high-dimensional variable selection

&
Pages 1793-1806 | Received 11 May 2013, Accepted 05 Mar 2014, Published online: 03 Apr 2014

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (3)

Vassiki Sanogo, Ziyan Chen, Reem D. Almutairi, Xiao Hong & Vakaramoko Diaby. (2023) Predictors of 30-day readmission, mortality, and length of stay for hospitalized U.S. patients with Alzheimer’s and related dementias from 2010 to 2015. Expert Review of Pharmacoeconomics & Outcomes Research 23:5, pages 555-559.
Read now
Haydar Koç, Emre Dünder, Serpil Gümüştekin, Tuba Koç & Mehmet Ali Cengiz. (2018) Particle swarm optimization-based variable selection in Poisson regression analysis via information complexity-type criteria. Communications in Statistics - Theory and Methods 47:21, pages 5298-5306.
Read now
Emre Dünder, Serpil Gümüştekin, Naci Murat & Mehmet Ali Cengiz. (2017) Subset selection in quantile regression analysis via alternative Bayesian information criteria and heuristic optimization. Communications in Statistics - Theory and Methods 46:22, pages 11091-11098.
Read now

Articles from other publishers (11)

José Carlos Román-Herrera, Martín Jesús Rodríguez-Peces & Julio Garzón-Roca. (2023) Comparison between Machine Learning and Physical Models Applied to the Evaluation of Co-Seismic Landslide Hazard. Applied Sciences 13:14, pages 8285.
Crossref
Emre Dünder. (2023) A hybridized consistent Akaike type information criterion for regression models in the presence of multicollinearity. Communications in Statistics - Simulation and Computation, pages 1-10.
Crossref
Xiaoxiao Zhu, Sheng Nie, Cheng Wang, Xiaohuan Xi, Jieying Lao & Dong Li. (2022) Consistency analysis of forest height retrievals between GEDI and ICESat-2. Remote Sensing of Environment 281, pages 113244.
Crossref
Francis Fuller Bbosa, Ronald Wesonga, Peter Nabende & Josephine Nabukenya. (2021) A Modified Decision Tree and its Application to Assess Variable Importance. A Modified Decision Tree and its Application to Assess Variable Importance.
Oladimeji Mudele, Veronica Andreo, Ximena Porcasi, Carlos M. Scavuzzo, Laura Lopez & Paolo Gamba. (2021) Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model. Predicting Aedes Aegypti Eggs Count Using Remote Sensing Data and a Generalized Linear Model.
Barbara Żogała-Siudem & Szymon Jaroszewicz. (2021) Fast stepwise regression based on multidimensional indexes. Information Sciences 549, pages 288-309.
Crossref
Oladimeji Mudele, Alejandro C. Frery, Lucas F.R. Zanandrez, Alvaro E. Eiras & Paolo Gamba. (2021) Modeling dengue vector population with earth observation data and a generalized linear model. Acta Tropica 215, pages 105809.
Crossref
Alex Pijyan, Qi Zheng, Hyokyoung G. Hong & Yi Li. (2020) Consistent Estimation of Generalized Linear Models with High Dimensional Predictors via Stepwise Regression. Entropy 22:9, pages 965.
Crossref
Yi Wu, Yi Liu, Syed Hassan Ahmed, Jialiang Peng & Ahmed A. Abd El-Latif. (2020) Dominant Data Set Selection Algorithms for Electricity Consumption Time-Series Data Analysis Based on Affine Transformation. IEEE Internet of Things Journal 7:5, pages 4347-4360.
Crossref
Xinli Li, Yun Zhu, Guotian Yang & He Liu. (2018) Temperature Prediction of Combustion Layers for 660MW Ultra Supercritical Unit Through the VIP-SR. Temperature Prediction of Combustion Layers for 660MW Ultra Supercritical Unit Through the VIP-SR.
Lu-Qiang Zhang, Qian-Zhong Li, Wen-Xia Su & Wen Jin. (2016) Predicting gene expression level by the transcription factor binding signals in human embryonic stem cells. Biosystems 150, pages 92-98.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.