Concepedia

Random Slopes Models

Random Slopes Models is a type of hierarchical linear model that allows the relationship between a predictor and an outcome variable to vary across groups by estimating group-specific slopes as random effects.

101

Publications

9.8K

Citations

302

Authors

195

Institutions

Publications per year

2017–2026

49

Parents

Publications

101

Fixed and random effects models: making an informed choice

Andrew Bell, Malcolm Fairbrother, Kelvyn Jones · Quality & Quantity · 2018 · 1.1K citations · Full text

, , +16

Extension of Nakagawa &amp; Schielzeth's <i>R</i><sup>2</sup><sub>GLMM</sub> to random slopes models

P. Johnson · Methods in Ecology and Evolution · 2014 · 958 citations · Full text

, , +15

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

Why You Should <i>Always</i> Include a Random Slope for the Lower-Level Variable Involved in a Cross-Level Interaction

Jan Paul Heisig, Merlin Schaeffer · European Sociological Review · 2018 · 510 citations · Full text

, , +17

People are variables too: Multilevel structural equations modeling.

Paras Mehta, Michael C. Neale · Psychological Methods · 2005 · 480 citations

, , +16

1–5 of 101

Authors

302

  1. OL
    Oliver Lüdtke

    Leibniz Institute for Science and Mathematics Education, Germany

    4 publications · 802 citations

    4

    h-index

  2. AR
    Alexander Robitzsch

    Leibniz Institute for Science and Mathematics Education, Germany

    4 publications · 802 citations

    4

    h-index

  3. SG
    Simon Grund

    Leibniz Institute for Science and Mathematics Education, Germany

    3 publications · 329 citations

    3

    h-index

  4. BM
    Bengt Muthén

    University of California, Los Angeles, United States

    3 publications · 773 citations

    3

    h-index

  5. RA
    Ralph A. Alexander

    University of Akron, United States

    2 publications · 90 citations

    2

    h-index

1–5 of 302

Institutions

195

  1. Harvard University

    Cambridge, United States

    4 h-index

    6 publications

    524 citations

  2. University of California, Davis

    Davis, United States

    4 h-index

    4 publications

    130 citations

  3. University of Zurich

    Zurich, Switzerland

    4 h-index

    4 publications

    570 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    3 h-index

    5 publications

    127 citations

  5. University of Oxford

    Oxford, United Kingdom

    3 h-index

    4 publications

    1.1K citations

  6. The University of Texas at Austin

    Austin, United States

    3 h-index

    3 publications

    59 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    4 publications

    949 citations

  8. Leibniz Institute for Science and Mathematics Education

    Kiel, Germany

    3 h-index

    8 publications

    927 citations

1–8 of 195

Venues

  1. Statistics in Medicine

    5 publications · 208 citations

    5

    h-index

  2. Psychological Methods

    5 publications · 1.1K citations

    5

    h-index

  3. Multivariate Behavioral Research

    MBR · 4 publications · 562 citations

    4

    h-index

  4. Behavior Research Methods

    BRM · 3 publications · 121 citations

    3

    h-index

  5. 3

    h-index

1–5