Concepedia

Predictive Model Assessment

Predictive Model Assessment is a formal methodology within Bayesian model checking and comparison that evaluates the adequacy and comparative performance of statistical models by examining their out-of-sample predictive accuracy and coherence with observed data.

2.3K

Publications

155.6K

Citations

12.4K

Authors

3.5K

Institutions

Publications per year

2017–2026

909

Parents

Publications

2.3K

Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC

Aki Vehtari, Andrew Gelman, Jonah Gabry · Statistics and Computing · 2016 · 5.4K citations · Full text

, , +11

A Predictive Model for Aggressive Non-Hodgkin's Lymphoma

New England Journal of Medicine · 1993 · 5K citations · Full text

, , +15

Assessing the Performance of Prediction Models

Ewout W. Steyerberg, Andrew J. Vickers, Nancy R. Cook et al. · Epidemiology · 2009 · 4.9K citations · Full text

, , +17

Predictive model assessment in PLS-SEM: guidelines for using PLSpredict

Galit Shmueli, Marko Sarstedt, Joseph F. Hair et al. · European Journal of Marketing · 2019 · 3.8K citations

, , +12

A predictive model for aggressive non-Hodgkin's lymphoma

Margaret A. Shipp, David P. Harrington, J R Anderson et al. · 1993 · 3.5K citations

, , +15

1–5 of 2.3K

Authors

12.4K

  1. VK
    Vijay K. Juneja

    Eastern Regional Research Center, United States

    13 publications · 488 citations

    13

    h-index

  2. HM
    Harry M. Marks

    Food Safety and Inspection Service, United States

    7 publications · 274 citations

    7

    h-index

  3. SM
    Symeon Missios

    Dartmouth–Hitchcock Medical Center, United States

    7 publications · 322 citations

    7

    h-index

  4. KB
    Kimon Bekelis

    Dartmouth–Hitchcock Medical Center, United States

    7 publications · 322 citations

    7

    h-index

  5. AV
    Aki Vehtari

    Aalto University, Finland

    6 publications · 6K citations

    6

    h-index

1–5 of 12.4K

Institutions

3.5K

  1. Harvard University

    Cambridge, United States

    29 h-index

    142 publications

    17.8K citations

  2. University of Wisconsin–Madison

    Madison, United States

    19 h-index

    44 publications

    3K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    19 h-index

    68 publications

    7.6K citations

  4. Cornell University

    Ithaca, United States

    19 h-index

    70 publications

    14.3K citations

  5. Duke University

    Durham, United States

    19 h-index

    66 publications

    9.5K citations

  6. Massachusetts General Hospital

    Boston, United States

    19 h-index

    90 publications

    7.8K citations

  7. University of Toronto

    Toronto, Canada

    18 h-index

    77 publications

    5.7K citations

  8. Stanford University

    Stanford, United States

    17 h-index

    83 publications

    10K citations

1–8 of 3.5K

Venues

  1. PLoS ONE

    38 publications · 1.4K citations

    24

    h-index

  2. PubMed

    Repository · 36 publications · 1.5K citations

    19

    h-index

  3. Scientific Reports

    20 publications · 706 citations

    17

    h-index

  4. International Journal of Food Microbiology

    16 publications · 800 citations

    15

    h-index

  5. Journal of Food Protection

    19 publications · 519 citations

    14

    h-index

1–5