Concepedia

Aggregation-induced Bias

Aggregation-Induced Bias is a systematic distortion in statistical inference or model performance arising when individual-level patterns are obscured or misrepresented due to the grouping of data into higher-level units within state aggregation processes.

237

Publications

29.6K

Citations

429

Authors

271

Institutions

Publications per year

2017–2026

20

Parents

Publications

237

An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

Arnold Zellner · Journal of the American Statistical Association · 1962 · 8.1K citations

, , +14

An Illustration of a Pitfall in Estimating the Effects of Aggregate Variables on Micro Units

Brent R. Moulton · The Review of Economics and Statistics · 1990 · 2.7K citations

, , +14

Aggregation bias in estimates of perceptual agreement.

Lawrence R. James · Journal of Applied Psychology · 1982 · 2.1K citations

, , +12

An Efficient Method of Estimating Seemingly Unrelated Regressions and Tests for Aggregation Bias

Arnold Zellner · Journal of the American Statistical Association · 1962 · 1.5K citations

, , +14

Cluster-Sample Methods in Applied Econometrics

Jeffrey M. Wooldridge · American Economic Review · 2003 · 1.3K citations

, , +16

1–5 of 237

Authors

429

  1. MB
    Mohsen Bahmani‐Óskooee

    University of Wisconsin–Milwaukee, United States

    8 publications · 317 citations

    8

    h-index

  2. DT
    Darold T. Barnum

    University of Illinois Chicago, United States

    4 publications · 64 citations

    4

    h-index

  3. CN
    Clotilde Napp

    Université Paris Dauphine-PSL, France

    4 publications · 315 citations

    4

    h-index

  4. EJ
    Elyès Jouini

    Université Paris Dauphine-PSL, France

    4 publications · 315 citations

    4

    h-index

  5. JM
    John M. Gleason

    Creighton University, United States

    3 publications · 47 citations

    3

    h-index

1–5 of 429

Institutions

271

  1. University of Wisconsin–Milwaukee

    Milwaukee, United States

    8 h-index

    12 publications

    551 citations

  2. National Bureau of Economic Research

    Cambridge, United States

    6 h-index

    12 publications

    1.6K citations

  3. Centre for Economic Policy Research

    London, United Kingdom

    5 h-index

    9 publications

    607 citations

  4. University of Cambridge

    Cambridge, United Kingdom

    4 h-index

    7 publications

    437 citations

  5. Princeton University

    Princeton, United States

    4 h-index

    6 publications

    628 citations

  6. London School of Economics and Political Science

    London, United Kingdom

    4 h-index

    5 publications

    393 citations

  7. The Ohio State University

    Columbus, United States

    4 h-index

    4 publications

    383 citations

  8. IZA - Institute of Labor Economics

    Bonn, Germany

    4 h-index

    5 publications

    247 citations

1–8 of 271

Venues

  1. RePEc: Research Papers in Economics

    Repository · 10 publications · 279 citations

    10

    h-index

  2. Applied Economics

    9 publications · 555 citations

    9

    h-index

  3. SSRN Electronic Journal

    Repository · 9 publications · 485 citations

    9

    h-index

  4. The Review of Economics and Statistics

    6 publications · 3.2K citations

    6

    h-index

  5. International Economic Review

    5 publications · 210 citations

    5

    h-index

1–5