Concepedia

Information Criterion Model Selection

Information Criterion Model Selection is a model selection method in phylogenetics that uses information-theoretic criteria, such as the Akaike or Bayesian Information Criterion, to balance model fit and complexity by penalizing the number of parameters to avoid overfitting.

715

Publications

90.3K

Citations

2.2K

Authors

985

Institutions

Publications per year

2017–2026

136

Parents

Publications

715

Model Selection and Akaike's Information Criterion (AIC): The General Theory and its Analytical Extensions

Hamparsum Bozdogan · Psychometrika · 1987 · 4.5K citations

, , +9

Model Selection and Inference: A Practical Information-Theoretic Approach

Robert L. Strawderman, Kenneth P. Burnham, David R. Anderson · Journal of the American Statistical Association · 2000 · 4.2K citations · Full text

, , +15

Model Selection and Model Averaging in Phylogenetics: Advantages of Akaike Information Criterion and Bayesian Approaches Over Likelihood Ratio Tests

David Posada, Thomas R. Buckley · Systematic Biology · 2004 · 4K citations · Full text

, , +17

Uninformative Parameters and Model Selection Using Akaike's Information Criterion

Todd W. Arnold · Journal of Wildlife Management · 2010 · 3.1K citations · Full text

, , +8

Model selection and multimodel inference : a practical information-theoretic approach

2002 · 2.9K citations

, , +15

1–5 of 715

Authors

2.2K

  1. GC
    Gerda Claeskens

    KU Leuven, Belgium

    13 publications · 915 citations

    12

    h-index

  2. CT
    Chih‐Ling Tsai

    University of California, Davis, United States

    8 publications · 1.3K citations

    8

    h-index

  3. JE
    Joseph E. Cavanaugh

    University of Iowa, United States

    7 publications · 1.2K citations

    7

    h-index

  4. GC
    Gary C. White

    Colorado State University, United States

    7 publications · 1.2K citations

    7

    h-index

  5. RL
    Runze Li

    Pennsylvania State University, United States

    6 publications · 168 citations

    6

    h-index

1–5 of 2.2K

Institutions

985

  1. University of California, Berkeley

    Berkeley, United States

    13 h-index

    19 publications

    2.1K citations

  2. United States Geological Survey

    Reston, United States

    12 h-index

    22 publications

    1.1K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    21 publications

    1.9K citations

  4. University of California, Davis

    Davis, United States

    11 h-index

    14 publications

    2.9K citations

  5. Colorado State University

    Fort Collins, United States

    10 h-index

    14 publications

    14.1K citations

  6. KU Leuven

    Leuven, Belgium

    10 h-index

    20 publications

    839 citations

  7. The University of Tokyo

    Tokyo, Japan

    10 h-index

    20 publications

    1.3K citations

  8. University of British Columbia

    Vancouver, Canada

    9 h-index

    30 publications

    3.9K citations

1–8 of 985

Venues

  1. Journal of Wildlife Management

    35 publications · 8K citations

    26

    h-index

  2. 14

    h-index

  3. PLoS ONE

    13 publications · 1.1K citations

    13

    h-index

  4. Biometrics

    13 publications · 4.8K citations

    13

    h-index

  5. Biometrika

    12 publications · 3.4K citations

    12

    h-index

1–5