Concepedia

Logistic Regression Model Averaging

Logistic Regression Model Averaging is a Bayesian model averaging framework that combines multiple logistic regression models by weighting their posterior probabilities to improve predictive accuracy and account for model uncertainty in binary or categorical outcome settings.

14

Publications

1.7K

Citations

47

Authors

28

Institutions

Publications per year

2017–2026

1

Parents

Publications

14

Weighted averaging, logistic regression and the Gaussian response model

Cajo J. F. ter Braak, Caspar W. N. Looman · Plant Ecology · 1986 · 556 citations · Full text

, , +13

MODEL WEIGHTS AND THE FOUNDATIONS OF MULTIMODEL INFERENCE

William A. Link, Richard Barker · Ecology · 2006 · 397 citations · Full text

, , +17

Variable selection and Bayesian model averaging in case‐control studies

Valérie Viallefont, Adrian E. Raftery, Sylvia Richardson · Statistics in Medicine · 2001 · 268 citations

, , +16

Comparison of Bayesian model averaging and stepwise methods for model selection in logistic regression

Duolao Wang, Wenyang Zhang, Ameet Bakhai · Statistics in Medicine · 2004 · 136 citations

, , +17

Cigarette Smoking and Drug Use in Schoolchildren: IV--Factors Associated with Changes in Smoking Behaviour

Hilary M Alexander, R. CALLCOTT, Annette J. Dobson et al. · International Journal of Epidemiology · 1983 · 121 citations

, , +15

1–5 of 14

Authors

47

  1. VV
    Valérie Viallefont

    Inserm, France

    2 publications · 288 citations

    2

    h-index

  2. SR
    Sylvia Richardson

    Imperial College London, United Kingdom

    2 publications · 288 citations

    2

    h-index

  3. AT
    Alan T. K. Wan

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 80 citations

    2

    h-index

  4. AE
    Adrian E. Raftery

    University of Washington, United States

    2 publications · 288 citations

    2

    h-index

  5. SF
    Silvia Figini

    University of Pavia, Italy

    1 publications · 14 citations

    1

    h-index

1–5 of 47

Institutions

28

  1. Inserm

    Paris, France

    2 h-index

    4 publications

    576 citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    80 citations

  3. MRC Institute of Hearing Research

    Nottingham, United Kingdom

    1 h-index

    4 publications

    116 citations

  4. University of Otago

    Dunedin, New Zealand

    1 h-index

    1 publications

    397 citations

  5. University of Washington Applied Physics Laboratory

    Seattle, United States

    1 h-index

    1 publications

    268 citations

  6. GF Strong Rehabilitation Centre

    Vancouver, Canada

    1 h-index

    1 publications

    27 citations

  7. Life Services (United States)

    Minneapolis, United States

    1 h-index

    1 publications

    397 citations

  8. Heidelberg University

    Heidelberg, Germany

    1 h-index

    3 publications

    36 citations

1–8 of 28

Venues

  1. Statistics in Medicine

    3 publications · 424 citations

    3

    h-index

  2. Journal of Multivariate Analysis

    1 publications · 14 citations

    1

    h-index

  3. Epidemiologic Perspectives & Innovations

    1 publications · 12 citations

    1

    h-index

  4. 1

    h-index

  5. British Journal of Audiology

    1 publications · 29 citations

    1

    h-index

1–5