Concepedia

Random Coefficients Models

Random Coefficients Models is a statistical modeling framework within panel data methods and discrete choice theory that generalizes fixed effects and random effects models by treating individual-specific parameters as random draws from a common distribution, thereby allowing for heterogeneity in preferences or responses across decision-makers.

346

Publications

33.5K

Citations

676

Authors

413

Institutions

Publications per year

2017–2026

49

Variants

Random-coefficient ModelsRandom-coefficients Models

Parents

Publications

346

Mixed MNL models for discrete response

Daniel McFadden, Kenneth Train · Journal of Applied Econometrics · 2000 · 4.1K citations

, , +12

Efficient Inference in a Random Coefficient Regression Model

P. A. V. B. Swamy · Econometrica · 1970 · 2.2K citations

, , +16

Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data

Andrew Bell, Kelvyn Jones · Political Science Research and Methods · 2014 · 1.4K citations · Full text

, , +17

Specification and Estimation of Spatial Panel Data Models

J. Paul Elhorst · International Regional Science Review · 2003 · 1.1K citations

, , +16

The Effect of Different Forms of Centering in Hierarchical Linear Models

Ita G. G. Kreft, Jan de Leeuw, Leona S. Aiken · Multivariate Behavioral Research · 1995 · 861 citations

, , +16

1–5 of 346

Authors

676

  1. JT
    Jeremy T. Fox

    University of Chicago, United States

    7 publications · 501 citations

    7

    h-index

  2. SH
    Stephane Hess

    University of Leeds, United Kingdom

    5 publications · 642 citations

    5

    h-index

  3. CH
    Chêng Hsiao

    University of Southern California, United States

    5 publications · 341 citations

    5

    h-index

  4. IH
    Ian H. Sloan

    UNSW Sydney, Australia

    4 publications · 528 citations

    4

    h-index

  5. CS
    Christian Soize

    Laboratoire Modélisation et Simulation Multi-Echelle, France

    4 publications · 377 citations

    4

    h-index

1–5 of 676

Institutions

413

  1. University of Southern California

    Los Angeles, United States

    11 h-index

    16 publications

    909 citations

  2. University of California, Los Angeles

    Los Angeles, United States

    9 h-index

    13 publications

    2.4K citations

  3. University of Chicago

    Chicago, United States

    8 h-index

    12 publications

    1.8K citations

  4. University of Minnesota

    Minneapolis, United States

    6 h-index

    9 publications

    978 citations

  5. University of Michigan

    Ann Arbor, United States

    6 h-index

    6 publications

    865 citations

  6. University of Groningen

    Groningen, The Netherlands

    6 h-index

    7 publications

    1.6K citations

  7. University of California, Berkeley

    Berkeley, United States

    6 h-index

    9 publications

    9.4K citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    10 publications

    345 citations

1–8 of 413

Venues

  1. RePEc: Research Papers in Economics

    Repository · 15 publications · 518 citations

    13

    h-index

  2. SSRN Electronic Journal

    Repository · 14 publications · 556 citations

    12

    h-index

  3. Journal of Econometrics

    11 publications · 507 citations

    11

    h-index

  4. 8

    h-index

  5. Econometrica

    7 publications · 3.6K citations

    7

    h-index

1–5