Concepedia

Log-linear Models

Log-Linear Models is a class of statistical models for categorical data that represent the logarithm of expected cell counts (or probabilities) in contingency tables as a linear function of parameters associated with the main effects and interactions of the categorical variables, typically treating all variables symmetrically without designating a single response variable.

1.1K

Publications

156.8K

Citations

1.6K

Authors

779

Institutions

Publications per year

2017–2026

124

Variants

Log-linear Analysis

Parents

Children

Publications

1.1K

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

, , +15

Regression Models for Categorical and Limited Dependent Variables.

MTW, J. Scott Long · Journal of the American Statistical Association · 1997 · 7K citations

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LIBLINEAR: A Library for Large Linear Classification

Rong-En Fan, Kai‐Wei Chang, Cho‐Jui Hsieh et al. · 2008 · 6.6K citations

, , +17

The Log of Gravity

João Santos Silva, Silvana Tenreyro · The Review of Economics and Statistics · 2006 · 6.1K citations · Full text

, , +13

Interaction terms in logit and probit models

Chunrong Ai, Edward C. Norton · Economics Letters · 2003 · 5.8K citations

, , +11

1–5 of 1.1K

Authors

1.6K

  1. AA
    Alan Agresti

    University of Florida, United States

    23 publications · 2.4K citations

    19

    h-index

  2. SJ
    Shelby J. Haberman

    Educational Testing Service, United States

    19 publications · 2.2K citations

    17

    h-index

  3. GM
    Gauss M. Cordeiro

    Universidade Federal de Pernambuco, Brazil

    12 publications · 315 citations

    11

    h-index

  4. AV
    Alexander von Eye

    Michigan State University, United States

    11 publications · 305 citations

    11

    h-index

  5. EM
    Edwin M. M. Ortega

    Universidade de São Paulo, Brazil

    12 publications · 330 citations

    11

    h-index

1–5 of 1.6K

Institutions

779

  1. University of Florida

    Gainesville, United States

    22 h-index

    30 publications

    9.2K citations

  2. University of Chicago

    Chicago, United States

    17 h-index

    24 publications

    4.1K citations

  3. University of Wisconsin–Madison

    Madison, United States

    17 h-index

    28 publications

    1.6K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    13 h-index

    20 publications

    1.7K citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    13 h-index

    30 publications

    1.6K citations

  6. Universidade Federal de Pernambuco

    Recife, Brazil

    13 h-index

    19 publications

    1.4K citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    17 publications

    11.3K citations

  8. University of Southampton

    Southampton, United Kingdom

    12 h-index

    22 publications

    1.3K citations

1–8 of 779

Venues

  1. Journal of the American Statistical Association

    83 publications · 18.6K citations

    42

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  2. Biometrics

    43 publications · 4.6K citations

    30

    h-index

  3. Technometrics

    24 publications · 12.4K citations

    23

    h-index

  4. Biometrika

    31 publications · 2.5K citations

    23

    h-index

  5. Sociological Methods & Research

    SMR · 34 publications · 4K citations

    21

    h-index

1–5