Concepedia

Bayesian Linear Mixed Models

Bayesian Linear Mixed Models is a statistical modeling framework within the class of linear mixed models that incorporates Bayesian inference to estimate fixed and random effects by specifying prior distributions on model parameters and updating them to posterior distributions through the application of Bayes' theorem.

138

Publications

9.4K

Citations

717

Authors

380

Institutions

Publications per year

2017–2026

74

Variants

Bayesian Hierarchical Linear ModelsBayesian Multilevel Models

Parents

Publications

138

Bayes Estimates for the Linear Model

D. V. Lindley, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 2K citations

, , +14

Polygenic Modeling with Bayesian Sparse Linear Mixed Models

Xiang Zhou, Peter Carbonetto, Matthew Stephens · PLoS Genetics · 2013 · 936 citations · Full text

, , +14

Arcsine‐based transformations for meta‐analysis of proportions: Pros, cons, and alternatives

Lifeng Lin, Chang Xu · Health Science Reports · 2020 · 349 citations · Full text

, , +12

Model Selection in Linear Mixed Models

Samuel Müller, Janice L. Scealy, A. H. Welsh · Statistical Science · 2013 · 339 citations · Full text

, , +12

Statistical methods for linguistic research: Foundational Ideas—Part II

Bruno Nicenboim, Shravan Vasishth · Language and Linguistics Compass · 2016 · 266 citations · Full text

, , +15

1–5 of 138

Authors

717

  1. SV
    Shravan Vasishth

    University of Potsdam, Germany

    5 publications · 509 citations

    5

    h-index

  2. BN
    Bruno Nicenboim

    University of Potsdam, Germany

    3 publications · 303 citations

    3

    h-index

  3. DI
    David I. Stuart

    University of Oxford, United Kingdom

    2 publications · 161 citations

    2

    h-index

  4. SH
    Sarah Hoosdally

    University of Oxford, United Kingdom

    2 publications · 161 citations

    2

    h-index

  5. VH
    Víctor H. Lachos

    Universidade Estadual de Campinas (UNICAMP), Brazil

    2 publications · 115 citations

    2

    h-index

1–5 of 717

Institutions

380

  1. University College London

    London, United Kingdom

    8 h-index

    13 publications

    5K citations

  2. University of Wisconsin–Madison

    Madison, United States

    8 h-index

    19 publications

    1.1K citations

  3. University of Potsdam

    Potsdam, Germany

    6 h-index

    11 publications

    739 citations

  4. Vanderbilt University

    Nashville, United States

    5 h-index

    6 publications

    328 citations

  5. KU Leuven

    Leuven, Belgium

    5 h-index

    14 publications

    553 citations

  6. Tilburg University

    Tilburg, The Netherlands

    4 h-index

    5 publications

    164 citations

  7. University of Chicago

    Chicago, United States

    4 h-index

    12 publications

    3.8K citations

  8. The University of Melbourne

    Melbourne, Australia

    4 h-index

    13 publications

    188 citations

1–8 of 380

Venues

  1. Computational Statistics & Data Analysis

    CSDA · 7 publications · 317 citations

    7

    h-index

  2. Journal of Statistical Planning and Inference

    6 publications · 299 citations

    6

    h-index

  3. PLoS ONE

    5 publications · 111 citations

    5

    h-index

  4. Scientific Reports

    5 publications · 223 citations

    5

    h-index

  5. Genetics Selection Evolution

    GSE · 3 publications · 268 citations

    3

    h-index

1–5