Concepedia

Mixture Model Averaging

Mixture Model Averaging is a Bayesian model averaging technique that combines predictive distributions from multiple candidate models using a mixture distribution over model-specific parameters, where the mixing weights are determined by posterior model probabilities, thereby accounting for model uncertainty in inference and prediction.

5

Publications

79

Citations

8

Authors

9

Institutions

Publications per year

2017–2026

2

Parents

Publications

5

Mixture model averaging for clustering

Advances in Data Analysis and Classification · 2014 · 19 citations · Full text

, , +6

DETECTING FINANCIAL DATA DEPENDENCE STRUCTURE BY AVERAGING MIXTURE COPULAS

Guannan Liu, Wei Long, Xinyu Zhang et al. · Econometric Theory · 2018 · 17 citations

, , +14

Mixture Model Averaging for Clustering

2012 · 16 citations

, , +6

When averaging goes wrong: The case for mixture model estimation in psychological science.

David Moreau, Michael C. Corballis · Journal of Experimental Psychology General · 2018 · 15 citations · Full text

, , +10

Forecasting product sales with dynamic linear mixture models

Phillip M. Yelland, Eunice Lee · 2003 · 12 citations

, , +17

1–5 of 5

Authors

8

  1. DM
    David Moreau

    University of Auckland, New Zealand

    1 publications · 15 citations

    1

    h-index

  2. WL
    Wei Long

    Tulane University, United States

    1 publications · 17 citations

    1

    h-index

  3. GL
    Guannan Liu

    China University of Mining and Technology, China

    1 publications · 17 citations

    1

    h-index

  4. XZ
    Xinyu Zhang

    Chinese Academy of Sciences, China

    1 publications · 17 citations

    1

    h-index

  5. MC
    Michael C. Corballis

    University of Auckland, New Zealand

    1 publications · 15 citations

    1

    h-index

1–5 of 8

Institutions

9

  1. Xiamen University

    Xiamen, China

    1 h-index

    1 publications

    17 citations

  2. Tulane University

    New Orleans, United States

    1 h-index

    1 publications

    17 citations

  3. Capital University

    Bexley, United States

    1 h-index

    1 publications

    17 citations

  4. McMaster University

    Hamilton, Canada

    1 h-index

    1 publications

    19 citations

  5. University of Auckland

    Auckland, New Zealand

    1 h-index

    2 publications

    30 citations

  6. University of Guelph

    Guelph, Canada

    1 h-index

    1 publications

    19 citations

  7. Qingdao University

    Qingdao, China

    1 h-index

    1 publications

    17 citations

  8. Texas A&M University

    College Station, United States

    1 h-index

    1 publications

    17 citations

1–8 of 9

Venues

  1. Journal of Experimental Psychology General

    1 publications · 15 citations

    1

    h-index

  2. Econometric Theory

    1 publications · 17 citations

    1

    h-index

  3. Advances in Data Analysis and Classification

    1 publications · 19 citations

    1

    h-index

1–3