Concepedia

Multinomial Log-linear Models

Multinomial Log-Linear Models is a statistical model that generalizes log-linear modeling to categorical data with more than two outcome categories by specifying linear relationships between the log probabilities of multinomial outcomes and a set of predictor variables, distinguishing it from binary log-linear models through its capacity to handle polytomous responses within a unified framework.

163

Publications

18.2K

Citations

361

Authors

196

Institutions

Publications per year

2017–2026

21

Parents

Publications

163

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

, , +15

The Mixed Logit model: The state of practice

David A. Hensher, William H. Greene · Transportation · 2003 · 2K citations

, , +6

Nonnormaland Categorical Data in Structural Equation Modeling

Sara J. Finney · 2013 · 1.8K citations

, , +13

On Chi-Squared Tests for Multiway Contingency Tables with Cell Proportions Estimated from Survey Data

J. N. K. Rao, A. J. Scott · The Annals of Statistics · 1984 · 1.3K citations · Full text

, , +16

Combination of Prostate-Specific Antigen, Clinical Stage, and Gleason Score to Predict Pathological Stage of Localized Prostate Cancer

Alan W. Partin · JAMA · 1997 · 1.2K citations

, , +17

1–5 of 163

Authors

361

  1. EE
    Edgar Erdfelder

    University of Mannheim, Germany

    4 publications · 714 citations

    4

    h-index

  2. FS
    Frank S. Koppelman

    Northwestern University, United States

    3 publications · 232 citations

    3

    h-index

  3. SJ
    Shelby J. Haberman

    Educational Testing Service, United States

    3 publications · 139 citations

    3

    h-index

  4. MM
    Morten Moshagen

    University of Mannheim, Germany

    3 publications · 360 citations

    3

    h-index

  5. MB
    Michel Bierlaire

    École Polytechnique Fédérale de Lausanne, Switzerland

    3 publications · 241 citations

    3

    h-index

1–5 of 361

Institutions

196

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    6 publications

    484 citations

  2. University of Minnesota

    Minneapolis, United States

    4 h-index

    6 publications

    278 citations

  3. University of Tasmania

    Hobart, Australia

    4 h-index

    22 publications

    946 citations

  4. University of Washington

    Seattle, United States

    4 h-index

    7 publications

    830 citations

  5. University of Wisconsin–Madison

    Madison, United States

    4 h-index

    6 publications

    163 citations

  6. Johns Hopkins University

    Baltimore, United States

    3 h-index

    5 publications

    1.2K citations

  7. Michigan State University

    East Lansing, United States

    3 h-index

    5 publications

    94 citations

  8. University of Iowa

    Iowa City, United States

    3 h-index

    3 publications

    168 citations

1–8 of 196

Venues

  1. 9

    h-index

  2. Journal of Marketing Research

    5 publications · 2.2K citations

    5

    h-index

  3. Journal of Econometrics

    4 publications · 299 citations

    4

    h-index

  4. Psychometrika

    4 publications · 137 citations

    4

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 4 publications · 145 citations

    4

    h-index

1–5