Concepedia

Hierarchical Model Averaging

Hierarchical Model Averaging is a Bayesian model averaging framework that integrates multiple levels of model uncertainty by structuring candidate models into a hierarchical prior distribution, thereby differentiating itself from flat model averaging approaches through the explicit representation of nested or grouped model structures.

13

Publications

487

Citations

26

Authors

22

Institutions

Publications per year

2017–2026

3

Parents

Publications

13

Prediction and structural uncertainty analyses of artificial neural networks using hierarchical Bayesian model averaging

Nima Chitsazan, Ata Allah Nadiri, Frank T.‐C. Tsai · Journal of Hydrology · 2015 · 89 citations

, , +16

Averaging rules and adjustment processes in Bayesian inference

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

, , +14

Subjective experiences of highly processed food consumption in individuals with food addiction.

Erica M. Schulte, Kendrin R. Sonneville, Ashley N. Gearhardt · Psychology of Addictive Behaviors · 2019 · 52 citations

, , +16

Bayesian model averaging assessment on groundwater management under model structure uncertainty

Frank T.‐C. Tsai · Stochastic Environmental Research and Risk Assessment · 2010 · 49 citations

, , +16

Hierarchical Bayesian model averaging for hydrostratigraphic modeling: Uncertainty segregation and comparative evaluation

Frank T.‐C. Tsai, Ahmed S. Elshall · Water Resources Research · 2013 · 48 citations · Full text

, , +17

1–5 of 13

Authors

26

  1. FT
    Frank T.‐C. Tsai

    Louisiana State University, United States

    4 publications · 211 citations

    4

    h-index

  2. NC
    Nima Chitsazan

    Louisiana State University, United States

    2 publications · 114 citations

    2

    h-index

  3. XG
    Xuefei Guan

    Beihang University, China

    1 publications · 32 citations

    1

    h-index

  4. DH
    Dorit Hammerling

    NSF National Center for Atmospheric Research, United States

    1 publications · 29 citations

    1

    h-index

  5. DP
    David P. Farrington

    University of Cambridge, United Kingdom

    1 publications · 12 citations

    1

    h-index

1–5 of 26

Institutions

22

  1. Louisiana State University

    Baton Rouge, United States

    4 h-index

    7 publications

    373 citations

  2. UCLA Health

    Los Angeles, United States

    1 h-index

    1 publications

    22 citations

  3. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    1 h-index

    1 publications

    21 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    1 publications

    29 citations

  5. University of Tabriz

    Tabriz, Iran

    1 h-index

    1 publications

    89 citations

  6. China Academy of Engineering Physics

    Mianyang, China

    1 h-index

    1 publications

    32 citations

  7. Ningbo University of Technology

    Ningbo, China

    1 h-index

    2 publications

    64 citations

  8. University of Pittsburgh

    Pittsburgh, United States

    1 h-index

    1 publications

    12 citations

1–8 of 22

Venues

  1. Statistics in Medicine

    2 publications · 55 citations

    2

    h-index

  2. Bulletin of the Psychonomic Society

    1 publications · 58 citations

    1

    h-index

  3. Psychology of Addictive Behaviors

    1 publications · 52 citations

    1

    h-index

  4. EUR Research Repository (Erasmus University Rotterdam)

    Repository · 1 publications · 16 citations

    1

    h-index

  5. Water Resources Research

    1 publications · 48 citations

    1

    h-index

1–5