Concepedia

Generalized Linear Model Averaging

Generalized Linear Model Averaging is a statistical inference framework that extends Bayesian Model Averaging by integrating generalized linear models to account for non-normal response distributions, thereby enabling robust uncertainty quantification and parameter estimation across competing models in the presence of model specification uncertainty.

12

Publications

751

Citations

37

Authors

28

Institutions

Publications per year

2017–2026

3

Parents

Publications

12

General Methods for Evolutionary Quantitative Genetic Inference from Generalized Mixed Models

Pierre de Villemereuil, Holger Schielzeth, Shinichi Nakagawa et al. · Genetics · 2016 · 246 citations · Full text

, , +17

Optimal Model Averaging Estimation for Generalized Linear Models and Generalized Linear Mixed-Effects Models

Xinyu Zhang, Dalei Yu, Guohua Zou et al. · Journal of the American Statistical Association · 2015 · 172 citations

, , +13

Multiple Outputation: Inference for Complex Clustered Data by Averaging Analyses from Independent Data

Dean Follmann, Michael A. Proschan, Eric Leifer · Biometrics · 2003 · 114 citations

, , +14

Averaging rules and adjustment processes in Bayesian inference

Lola L. Lopes · Bulletin of the Psychonomic Society · 1985 · 58 citations · Full text

, , +14

Generalized Least Squares Model Averaging

Qingfeng Liu, Ryo Okui, Arihiro Yoshimura · Econometric Reviews · 2015 · 54 citations

, , +16

1–5 of 12

Authors

37

  1. AC
    Ali Charkhi

    KU Leuven, Belgium

    2 publications · 38 citations

    2

    h-index

  2. GZ
    Guohua Zou

    Chinese Academy of Sciences, China

    2 publications · 184 citations

    2

    h-index

  3. BE
    Bruce E. Hansen

    University of Wisconsin–Madison, United States

    2 publications · 38 citations

    2

    h-index

  4. GC
    Gerda Claeskens

    KU Leuven, Belgium

    2 publications · 38 citations

    2

    h-index

  5. MA
    Michael A. Proschan

    National Institute of Allergy and Infectious Diseases, United States

    1 publications · 114 citations

    1

    h-index

1–5 of 37

Institutions

28

  1. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    3 publications

    96 citations

  2. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    3 publications

    356 citations

  3. Academy of Mathematics and Systems Science

    Beijing, China

    2 h-index

    3 publications

    356 citations

  4. KU Leuven

    Leuven, Belgium

    2 h-index

    4 publications

    76 citations

  5. Yunnan University of Finance And Economics

    Kunming, China

    1 h-index

    1 publications

    172 citations

  6. Otaru University of Commerce

    Otaru, Japan

    1 h-index

    1 publications

    54 citations

  7. National Institute of Allergy and Infectious Diseases

    Bethesda, United States

    1 h-index

    1 publications

    114 citations

  8. Shenzhen University

    Shenzhen, China

    1 h-index

    1 publications

    17 citations

1–8 of 28

Venues

  1. SSRN Electronic Journal

    Repository · 1 publications · 19 citations

    1

    h-index

  2. Statistica Sinica

    1 publications · 19 citations

    1

    h-index

  3. Biometrics

    1 publications · 114 citations

    1

    h-index

  4. Journal of Econometrics

    1 publications · 15 citations

    1

    h-index

  5. Genetics

    1 publications · 246 citations

    1

    h-index

1–5