Concepedia

Graphical Log-linear Models

Graphical Log-Linear Models is a class of probabilistic models for categorical data that belongs to the family of log-linear models and is distinguished by its incorporation of conditional independence structures represented via undirected graphs, where nodes correspond to variables and edges encode direct associations.

73

Publications

5.8K

Citations

157

Authors

90

Institutions

Publications per year

2017–2026

6

Variants

Log-linear Graphical Models

Parents

Publications

73

Logit Models and Logistic Regressions for Social Networks: I. An Introduction to Markov Graphs and <i>p</i>

Stanley Wasserman, Philippa Pattison · Psychometrika · 1996 · 1.3K citations

, , +13

Markov Graphs

Ove Frank, David Strauss · Journal of the American Statistical Association · 1986 · 878 citations

, , +16

A Log-Linear Approach to Case-Parent–Triad Data: Assessing Effects of Disease Genes That Act Either Directly or through Maternal Effects and That May Be Subject to Parental Imprinting

Clarice R. Weinberg, Allen J. Wilcox, Rolv T. Lie · The American Journal of Human Genetics · 1998 · 396 citations · Full text

, , +17

Categorical Longitudinal Data: Log-Linear Panel, Trend, and Cohort Analysis

Scott R. Eliason, Jacques A. Hagenaars · Journal of Educational and Behavioral Statistics · 1995 · 212 citations

, , +15

Analyzing Qualitative/Categorical Data: Log-Linear Models and Latent Structure Analysis.

Murray Aitkin, Leo A. Goodman, James Davis et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1980 · 210 citations

, , +17

1–5 of 73

Authors

157

  1. SK
    Svend Kreiner

    University of Copenhagen, Denmark

    3 publications · 94 citations

    3

    h-index

  2. PW
    Paul W. Holland

    Educational Testing Service, United States

    3 publications · 177 citations

    3

    h-index

  3. DT
    Dorothy T. Thayer

    Educational Testing Service, United States

    3 publications · 177 citations

    3

    h-index

  4. JC
    Jukka Corander

    University of Helsinki, Finland

    2 publications · 36 citations

    2

    h-index

  5. LA
    Leonard A. Marascuilo

    University of California, Berkeley, United States

    2 publications · 77 citations

    2

    h-index

1–5 of 157

Institutions

90

  1. University of Copenhagen

    Copenhagen, Denmark

    5 h-index

    6 publications

    340 citations

  2. Inserm

    Paris, France

    3 h-index

    7 publications

    223 citations

  3. University of Washington

    Seattle, United States

    3 h-index

    3 publications

    143 citations

  4. University of California, Berkeley

    Berkeley, United States

    3 h-index

    5 publications

    759 citations

  5. University of Chicago

    Chicago, United States

    3 h-index

    3 publications

    198 citations

  6. University of California, Riverside

    Riverside, United States

    2 h-index

    2 publications

    976 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    2 publications

    47 citations

  8. University of Illinois System

    Urbana, United States

    2 h-index

    2 publications

    1.3K citations

1–8 of 90

Venues

  1. Biometrika

    5 publications · 395 citations

    5

    h-index

  2. 5

    h-index

  3. 3

    h-index

  4. 3

    h-index

  5. The Annals of Statistics

    2 publications · 235 citations

    2

    h-index

1–5