Concepedia

Mixed-effects Logistic Regression

Mixed-Effects Logistic Regression is a statistical model within the class of generalized linear mixed models that extends standard logistic regression by incorporating both fixed and random effects to account for hierarchical or clustered data structures in binary response variables.

1K

Publications

39.4K

Citations

7.3K

Authors

2.2K

Institutions

Publications per year

2017–2026

665

Variants

Multilevel Logistic Regression

Parents

Publications

1K

A Comparison of Cluster-Specific and Population-Averaged Approaches for Analyzing Correlated Binary Data

John Neuhaus, John D. Kalbfleisch, Walter W. Hauck · International Statistical Review · 1991 · 545 citations

, , +16

Control for Population Structure and Relatedness for Binary Traits in Genetic Association Studies via Logistic Mixed Models

Han Chen, Chaolong Wang, Matthew P. Conomos et al. · The American Journal of Human Genetics · 2016 · 478 citations · Full text

, , +17

A mixed‐effects multinomial logistic regression model

Donald Hedeker · Statistics in Medicine · 2003 · 372 citations

, , +16

Negative Patient Descriptors: Documenting Racial Bias In The Electronic Health Record

Michael Sun, Tomasz Oliwa, Monica E. Peek et al. · Health Affairs · 2022 · 315 citations · Full text

, , +16

Quantifying the effects of the COVID-19 pandemic on gender equality on health, social, and economic indicators: a comprehensive review of data from March, 2020, to September, 2021

The Lancet · 2022 · 307 citations · Full text

, , +17

1–5 of 1K

Authors

7.3K

  1. GA
    Getayeneh Antehunegn Tesema

    University of Gondar, Ethiopia

    8 publications · 335 citations

    8

    h-index

  2. PC
    Patrizia Carrieri

    Inserm, France

    8 publications · 166 citations

    7

    h-index

  3. BA
    Beth A. Reboussin

    Wake Forest University, United States

    6 publications · 233 citations

    6

    h-index

  4. AB
    Achamyeleh Birhanu Teshale

    University of Gondar, Ethiopia

    6 publications · 286 citations

    6

    h-index

  5. NP
    Nicole Probst‐Hensch

    University of Basel, Switzerland

    5 publications · 480 citations

    5

    h-index

1–5 of 7.3K

Institutions

2.2K

  1. Harvard University

    Cambridge, United States

    20 h-index

    92 publications

    5.6K citations

  2. University of California, San Francisco

    San Francisco, United States

    20 h-index

    85 publications

    5.5K citations

  3. University of Gondar

    Gonder, Ethiopia

    20 h-index

    110 publications

    3.6K citations

  4. Inserm

    Paris, France

    19 h-index

    139 publications

    4.2K citations

  5. University College London

    London, United Kingdom

    19 h-index

    94 publications

    2.9K citations

  6. Johns Hopkins University

    Baltimore, United States

    18 h-index

    105 publications

    3.8K citations

  7. University of Washington

    Seattle, United States

    17 h-index

    69 publications

    6.2K citations

  8. University of Pennsylvania

    Philadelphia, United States

    17 h-index

    64 publications

    2.1K citations

1–8 of 2.2K

Venues

  1. PLoS ONE

    41 publications · 1.8K citations

    25

    h-index

  2. BMC Public Health

    25 publications · 808 citations

    18

    h-index

  3. Scientific Reports

    11 publications · 315 citations

    12

    h-index

  4. BMJ Open

    11 publications · 325 citations

    11

    h-index

  5. 11

    h-index

1–5