Concepedia

Mixed Model Diagnostics

Mixed Model Diagnostics is a statistical methodology used to assess the validity, assumptions, and performance of mixed effects models by identifying influential observations, detecting model misspecification, and evaluating the fit of both fixed and random effects structures.

35

Publications

2.8K

Citations

76

Authors

54

Institutions

Publications per year

2017–2026

5

Parents

Publications

35

Prediction-Corrected Visual Predictive Checks for Diagnosing Nonlinear Mixed-Effects Models

Martin Bergstrand, Andrew C. Hooker, Johan Wallin et al. · The AAPS Journal · 2011 · 1.4K citations · Full text

, , +5

Case-Deletion Diagnostics for Mixed Models

Ronald Christensen, Larry M. Pearson, Wesley O. Johnson · Technometrics · 1992 · 200 citations

, , +16

Diagnostics for Mixed-Model Analysis of Variance

Richard J. Beckman, Christopher J. Nachtsheim, R. Dennis Cook · Technometrics · 1987 · 169 citations

, , +11

Residual Diagnostics for Mixture Models

Bruce G. Lindsay, Kathryn Roeder · Journal of the American Statistical Association · 1992 · 83 citations

, , +14

An Overview of Current Software Procedures for Fitting Linear Mixed Models

Brady T. West, Andrzej T. Gałecki · The American Statistician · 2011 · 67 citations

, , +16

1–5 of 35

Authors

76

  1. TZ
    Temesgen Zewotir

    University of KwaZulu-Natal, South Africa

    3 publications · 78 citations

    3

    h-index

  2. GM
    Geert Molenberghs

    Hasselt University, Belgium

    3 publications · 74 citations

    3

    h-index

  3. FM
    Francisco Marcelo Monteiro da Rocha

    Universidade Federal de São Paulo, Brazil

    2 publications · 56 citations

    2

    h-index

  4. RD
    R. Dennis Cook

    University of Minnesota, United States

    2 publications · 206 citations

    2

    h-index

  5. JW
    J. W. Green

    Texas A&M University, United States

    2 publications · 38 citations

    2

    h-index

1–5 of 76

Institutions

54

  1. KU Leuven

    Leuven, Belgium

    3 h-index

    10 publications

    245 citations

  2. Hasselt University

    Hasselt, Belgium

    3 h-index

    9 publications

    210 citations

  3. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    5 publications

    176 citations

  4. Yale University

    New Haven, United States

    2 h-index

    2 publications

    100 citations

  5. Uppsala University

    Uppsala, Sweden

    2 h-index

    7 publications

    5.7K citations

  6. University of Delaware

    Newark, United States

    2 h-index

    2 publications

    38 citations

  7. Los Alamos National Laboratory

    Los Alamos, United States

    2 h-index

    2 publications

    206 citations

  8. Universidade Federal de São Paulo

    São Paulo, Brazil

    2 h-index

    2 publications

    56 citations

1–8 of 54

Venues

  1. Technometrics

    6 publications · 467 citations

    6

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 2 publications · 79 citations

    2

    h-index

  3. Biometrika

    2 publications · 90 citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Computational and Graphical Statistics

    JCGS · 1 publications · 32 citations

    1

    h-index

1–5