Concepedia

All Subsets Regression

All Subsets Regression is a variable selection method that systematically evaluates every possible combination of predictor variables in a regression model to identify the subset that optimally balances model fit and complexity according to a specified criterion.

44

Publications

2.9K

Citations

111

Authors

74

Institutions

Publications per year

2017–2026

9

Variants

All-possible-subsets Regression

Parents

Publications

44

Tools to Support Interpreting Multiple Regression in the Face of Multicollinearity

Amanda Kraha, Heather Turner, Kim Nimon et al. · Frontiers in Psychology · 2012 · 365 citations · Full text

, , +14

Selection of subsets of regression variables

Alan J. Miller · 1984 · 356 citations

, , +15

Understanding the Results of Multiple Linear Regression

Kim Nimon, Frederick L. Oswald · Organizational Research Methods · 2013 · 342 citations

, , +15

Inflation of R <sup>2</sup> in Best Subset Regression

Alvin C. Rencher, Fu Ceayong Pun · Technometrics · 1980 · 161 citations

, , +13

Comparing Subset Regression Procedures

Kenneth N. Berk · Technometrics · 1978 · 119 citations

, , +9

1–5 of 44

Authors

111

  1. CG
    Cristian Gatu

    University of Cyprus, Cyprus

    3 publications · 117 citations

    3

    h-index

  2. EJ
    Erricos John Kontoghiorghes

    University of Neuchâtel, Switzerland

    3 publications · 117 citations

    3

    h-index

  3. MH
    Marc Hofmann

    Fraunhofer Institute for Solar Energy Systems, Germany

    2 publications · 83 citations

    2

    h-index

  4. KS
    K. Singhal

    University of Waterloo, Canada

    2 publications · 39 citations

    2

    h-index

  5. HC
    Hugh Chipman

    Acadia University, Canada

    2 publications · 127 citations

    2

    h-index

1–5 of 111

Institutions

74

  1. University of Waterloo

    Waterloo, Canada

    4 h-index

    8 publications

    332 citations

  2. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    5 publications

    303 citations

  3. Illinois State University

    Normal, United States

    3 h-index

    4 publications

    226 citations

  4. University of North Texas

    Denton, United States

    2 h-index

    5 publications

    1.8K citations

  5. The University of Western Australia

    Perth, Australia

    2 h-index

    2 publications

    127 citations

  6. Texas A&M University

    College Station, United States

    2 h-index

    3 publications

    120 citations

  7. University of Neuchâtel

    Neuchâtel, Switzerland

    2 h-index

    4 publications

    188 citations

  8. Yale University

    New Haven, United States

    2 h-index

    2 publications

    125 citations

1–8 of 74

Venues

  1. Technometrics

    8 publications · 635 citations

    8

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 2 publications · 77 citations

    2

    h-index

  3. Computational Statistics

    2 publications · 44 citations

    2

    h-index

  4. Computer Methods and Programs in Biomedicine

    2 publications · 39 citations

    2

    h-index

  5. Remote Sensing

    1 publications · 118 citations

    1

    h-index

1–5