Concepedia

Candidate Model Set

A Candidate Model Set is a collection of plausible statistical or machine learning models, considered under a common modeling objective, that are explicitly defined and compared during the process of model selection to identify the most appropriate model based on specified criteria.

127

Publications

6.8K

Citations

410

Authors

226

Institutions

Publications per year

2017–2026

38

Parents

Publications

127

<b>glmulti</b>: An<i>R</i>Package for Easy Automated Model Selection with (Generalized) Linear Models

Vincent Calcagno, Claire de Mazancourt · Journal of Statistical Software · 2010 · 1.2K citations · Full text

, , +10

Convergence analysis of parametric identification methods

Lennart Ljung · IEEE Transactions on Automatic Control · 1978 · 451 citations

, , +17

Model Comparisons and Model Selections Based on Generalization Criterion Methodology

Jerome R. Busemeyer, Yimin Wang · Journal of Mathematical Psychology · 2000 · 295 citations

, , +11

Is your ad hoc model selection strategy affecting your multimodel inference?

Dana J. Morin, Charles B. Yackulic, Jay E. Diffendorfer et al. · Ecosphere · 2020 · 200 citations · Full text

, , +16

A simple function for full‐subsets multiple regression in ecology with R

Rebecca Fisher, Shaun K. Wilson, Tsai Min Sin et al. · Ecology and Evolution · 2018 · 161 citations · Full text

, , +15

1–5 of 127

Authors

410

  1. GC
    Gerda Claeskens

    KU Leuven, Belgium

    3 publications · 77 citations

    3

    h-index

  2. PH
    Pat Hanrahan

    Stanford University, United States

    3 publications · 173 citations

    3

    h-index

  3. NU
    Norbert Ulbrich

    Freie Universität Berlin, Germany

    3 publications · 86 citations

    3

    h-index

  4. AC
    Ali Charkhi

    KU Leuven, Belgium

    3 publications · 77 citations

    3

    h-index

  5. PE
    P. Eykhoff

    Eindhoven University of Technology, Netherlands

    2 publications · 142 citations

    2

    h-index

1–5 of 410

Institutions

226

  1. Eindhoven University of Technology

    Eindhoven, The Netherlands

    4 h-index

    9 publications

    390 citations

  2. United States Geological Survey

    Reston, United States

    3 h-index

    5 publications

    469 citations

  3. University of St Andrews

    St Andrews, United Kingdom

    3 h-index

    5 publications

    163 citations

  4. KU Leuven

    Leuven, Belgium

    3 h-index

    6 publications

    154 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    5 publications

    398 citations

  6. University of Sheffield

    Sheffield, United Kingdom

    3 h-index

    10 publications

    360 citations

  7. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    2 publications

    100 citations

  8. Stanford University

    Stanford, United States

    2 h-index

    5 publications

    242 citations

1–8 of 226

Venues

  1. PLoS ONE

    4 publications · 144 citations

    4

    h-index

  2. 3

    h-index

  3. Statistica Sinica

    3 publications · 53 citations

    3

    h-index

  4. International Journal of Control

    2 publications · 142 citations

    2

    h-index

  5. Proteins Structure Function and Bioinformatics

    2 publications · 112 citations

    2

    h-index

1–5