Concepedia

Population-averaged Effects

Population-Averaged Effects is a statistical parameter in longitudinal or clustered categorical data analysis that represents the average change in the outcome across the population for a one-unit change in the predictor, estimated using marginal models that account for within-subject correlation without conditioning on individual-specific random effects.

84

Publications

6K

Citations

324

Authors

187

Institutions

Publications per year

2017–2026

20

Parents

Publications

84

How to do a meta‐analysis

Andy P. Field, Raphael Gillett · British Journal of Mathematical and Statistical Psychology · 2010 · 1.1K citations

, , +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

Comparison of Population-Averaged and Subject-Specific Approaches for Analyzing Repeated Binary Outcomes

Frank B. Hu, Jack Goldberg, Donald Hedeker et al. · American Journal of Epidemiology · 1998 · 421 citations

, , +14

An Introduction to Generalized Estimating Equations and an Application to Assess Selectivity Effects in a Longitudinal Study on Very Old Individuals

Paolo Ghisletta, Dario Spini · Journal of Educational and Behavioral Statistics · 2004 · 390 citations

, , +14

Instrumental Variable Analysis with a Nonlinear Exposure–Outcome Relationship

Stephen Burgess, Neil M Davies, Simon G. Thompson · Epidemiology · 2014 · 223 citations · Full text

, , +17

1–5 of 84

Authors

324

  1. EW
    Eric W. Lee

    New York University, United States

    2 publications · 77 citations

    2

    h-index

  2. PL
    Paige L. Williams

    Harvard University, United States

    2 publications · 45 citations

    2

    h-index

  3. HC
    Haitao Chu

    University of Minnesota, United States

    2 publications · 66 citations

    2

    h-index

  4. MJ
    Maarten J. Bijlsma

    University of Groningen, Netherlands

    2 publications · 61 citations

    2

    h-index

  5. PM
    Pekka Martikainen

    University of Helsinki, Finland

    2 publications · 61 citations

    2

    h-index

1–5 of 324

Institutions

187

  1. Harvard University

    Cambridge, United States

    9 h-index

    16 publications

    963 citations

  2. Johns Hopkins University

    Baltimore, United States

    6 h-index

    13 publications

    435 citations

  3. Inserm

    Paris, France

    4 h-index

    9 publications

    216 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    3 publications

    408 citations

  5. New York University

    New York, United States

    3 h-index

    3 publications

    96 citations

  6. London School of Economics and Political Science

    London, United Kingdom

    3 h-index

    6 publications

    114 citations

  7. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    15 publications

    529 citations

  8. Max Planck Institute for Demographic Research

    Rostock, Germany

    2 h-index

    7 publications

    203 citations

1–8 of 187

Venues

  1. Statistical Methods in Medical Research

    6 publications · 158 citations

    6

    h-index

  2. American Journal of Epidemiology

    AJE · 4 publications · 646 citations

    4

    h-index

  3. Epidemiology

    3 publications · 309 citations

    3

    h-index

  4. Statistics in Medicine

    3 publications · 84 citations

    3

    h-index

  5. Heredity

    2 publications · 35 citations

    2

    h-index

1–5