Concepedia

Model Misspecification Detection

Model Misspecification Detection is a diagnostic method that identifies systematic errors in a statistical or machine learning model arising from incorrect assumptions about the data-generating process, such as omitted variables, incorrect functional forms, or distributional misspecifications.

372

Publications

38.2K

Citations

779

Authors

449

Institutions

Publications per year

2017–2026

101

Parents

Publications

372

Maximum Likelihood Estimation of Misspecified Models

Halbert White · Econometrica · 1982 · 4.1K citations

, , +16

Maximum Likelihood Estimation of Misspecified Models

Halbert White · Econometrica · 1983 · 3.8K citations

, , +16

The Problem of Measurement Model Misspecification in Behavioral and Organizational Research and Some Recommended Solutions.

Scott MacKenzie, Philip M. Podsakoff, Cheryl Burke Jarvis · Journal of Applied Psychology · 2005 · 1.7K citations

, , +17

FUBAR: A Fast, Unconstrained Bayesian AppRoximation for Inferring Selection

Ben Murrell, S. Moola, A. Mabona et al. · Molecular Biology and Evolution · 2013 · 1.4K citations · Full text

, , +17

Checking the Cox model with cumulative sums of martingale-based residuals

D. Y. Lin, L. J. Wei, Z. Ying · Biometrika · 1993 · 1.4K citations

, , +16

1–5 of 372

Authors

779

  1. HW
    Halbert White

    University of California San Diego, United States

    6 publications · 8.5K citations

    6

    h-index

  2. MN
    Mark N. Maunder

    Inter-American Tropical Tuna Commission, United States

    4 publications · 123 citations

    4

    h-index

  3. FS
    Frank Schorfheide

    University of Pennsylvania, United States

    4 publications · 143 citations

    4

    h-index

  4. MD
    Marco Del Negro

    Federal Reserve Bank of New York, United States

    4 publications · 143 citations

    4

    h-index

  5. DM
    Douglas M. Hawkins

    University of Minnesota, United States

    3 publications · 133 citations

    3

    h-index

1–5 of 779

Institutions

449

  1. University of Washington

    Seattle, United States

    9 h-index

    13 publications

    1.9K citations

  2. Virginia Tech

    Blacksburg, United States

    8 h-index

    12 publications

    527 citations

  3. University of California, Berkeley

    Berkeley, United States

    7 h-index

    15 publications

    1.7K citations

  4. University of Florida

    Gainesville, United States

    7 h-index

    10 publications

    419 citations

  5. University of Pennsylvania

    Philadelphia, United States

    7 h-index

    8 publications

    306 citations

  6. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    8 publications

    1.8K citations

  7. University of California San Diego

    San Diego, United States

    6 h-index

    8 publications

    3.8K citations

  8. University of British Columbia

    Vancouver, Canada

    6 h-index

    7 publications

    593 citations

1–8 of 449

Venues

  1. SSRN Electronic Journal

    Repository · 17 publications · 515 citations

    14

    h-index

  2. 14

    h-index

  3. arXiv (Cornell University)

    Repository · 10 publications · 231 citations

    10

    h-index

  4. Multivariate Behavioral Research

    MBR · 8 publications · 752 citations

    8

    h-index

  5. Statistics in Medicine

    8 publications · 290 citations

    8

    h-index

1–5