Concepedia

Robust Mixed-effects Models

Robust Mixed-Effects Models is a statistical modeling framework that extends conventional mixed-effects models by incorporating robust estimation procedures to minimize the influence of outliers and violations of distributional assumptions while accounting for both fixed and random effects in hierarchical or longitudinal data structures.

104

Publications

15.3K

Citations

277

Authors

195

Institutions

Publications per year

2017–2026

26

Parents

Publications

104

A Practitioner’s Guide to Cluster-Robust Inference

A. Colin Cameron, Douglas L. Miller · The Journal of Human Resources · 2015 · 4.5K citations

, , +15

Robust Inference With Multiway Clustering

A. Colin Cameron, Jonah B. Gelbach, Douglas L. Miller · Journal of Business and Economic Statistics · 2011 · 3.1K citations

, , +13

Mixed Effects Models and Extensions in Ecology with R

Ana F. Militino · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 1.7K citations

, , +8

<b>robustlmm</b>: An <i>R</i> Package for Robust Estimation of Linear Mixed-Effects Models

Manuel Koller · Journal of Statistical Software · 2016 · 709 citations · Full text

, , +15

Quantile regression for longitudinal data using the asymmetric Laplace distribution

Marco Geraci, Matteo Bottai · Biostatistics · 2006 · 429 citations

, , +17

1–5 of 104

Authors

277

  1. TL
    Tsung‐I Lin

    National Chung Hsing University, Taiwan

    4 publications · 189 citations

    4

    h-index

  2. RJ
    Reed J D Sorensen

    Institute for Health Metrics and Evaluation, United States

    3 publications · 173 citations

    3

    h-index

  3. PZ
    Peng Zheng

    University of Washington, United States

    3 publications · 173 citations

    3

    h-index

  4. CJ
    Christopher J L Murray

    Institute for Health Metrics and Evaluation, United States

    3 publications · 173 citations

    3

    h-index

  5. AY
    Aleksandr Y. Aravkin

    University of Washington, United States

    3 publications · 173 citations

    3

    h-index

1–5 of 277

Institutions

195

  1. National Chung Hsing University

    Taichung, Taiwan

    4 h-index

    5 publications

    280 citations

  2. University of South Carolina

    Columbia, United States

    3 h-index

    7 publications

    1K citations

  3. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    3 publications

    171 citations

  4. Institute for Health Metrics and Evaluation

    Seattle, United States

    3 h-index

    15 publications

    865 citations

  5. University of Washington

    Seattle, United States

    3 h-index

    11 publications

    807 citations

  6. Universidad de Oviedo

    Oviedo, Spain

    2 h-index

    3 publications

    73 citations

  7. University College London

    London, United Kingdom

    2 h-index

    10 publications

    303 citations

  8. Universidade de São Paulo

    São Paulo, Brazil

    2 h-index

    2 publications

    74 citations

1–8 of 195

Venues

  1. Statistics in Medicine

    6 publications · 230 citations

    6

    h-index

  2. Journal of Statistical Planning and Inference

    5 publications · 274 citations

    5

    h-index

  3. Technometrics

    4 publications · 267 citations

    4

    h-index

  4. Journal of Statistical Software

    JSS · 3 publications · 771 citations

    3

    h-index

  5. 3

    h-index

1–5