Concepedia

Bayesian Log-linear Models

Bayesian Log-Linear Models is a statistical modeling framework that extends classical log-linear models by incorporating Bayesian inference, wherein prior distributions are assigned to model parameters and posterior distributions are derived to estimate associations in contingency table data while accounting for uncertainty.

46

Publications

2.1K

Citations

148

Authors

99

Institutions

Publications per year

2017–2026

13

Parents

Publications

46

Bayes Factors for Linear and Log‐Linear Models with Vague Prior Information

David J. Spiegelhalter, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Methodological) · 1982 · 294 citations

, , +16

Bayesian inference for categorical data analysis

Alan Agresti, David B. Hitchcock · Statistical Methods & Applications · 2005 · 158 citations

, , +14

Neural Coding: Higher-Order Temporal Patterns in the Neurostatistics of Cell Assemblies

Laura Martignon, Gustavo Deco, Kathryn Blackmond Laskey et al. · Neural Computation · 2000 · 156 citations

, , +15

Projections in Breast and Lung Cancer Mortality among Women: A Bayesian Analysis of 52 Countries Worldwide

Juan Carlos Martín‐Sánchez, Nuno Lunet, Adrián González‐Marrón et al. · Cancer Research · 2018 · 108 citations · Full text

, , +17

Colorectal cancer mass-screening: Estimation of faecal occult blood test sensitivity, taking into account cancer mean sojourn time

Guy Launoy, Theresa C. Smith, Stephen W. Duffy et al. · International Journal of Cancer · 1997 · 97 citations · Full text

, , +17

1–5 of 46

Authors

148

  1. TP
    Taesung Park

    Seoul National University, South Korea

    4 publications · 132 citations

    4

    h-index

  2. TL
    Tom Leonard

    University of Wisconsin–Madison, United States

    4 publications · 132 citations

    4

    h-index

  3. JH
    James H. Albert

    Bowling Green State University, United States

    3 publications · 102 citations

    3

    h-index

  4. AS
    Adam S. Vaughan

    Centers for Disease Control and Prevention, United States

    3 publications · 109 citations

    3

    h-index

  5. JH
    J.S. Hsu

    Oak Ridge National Laboratory, United States

    2 publications · 84 citations

    2

    h-index

1–5 of 148

Institutions

99

  1. University of St Andrews

    St Andrews, United Kingdom

    4 h-index

    6 publications

    192 citations

  2. Bowling Green State University

    Bowling Green, United States

    3 h-index

    3 publications

    102 citations

  3. Centers for Disease Control and Prevention

    Atlanta, United States

    3 h-index

    5 publications

    148 citations

  4. Hankuk University of Foreign Studies

    Seoul, South Korea

    3 h-index

    3 publications

    119 citations

  5. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    111 citations

  6. University of Warwick

    Coventry, United Kingdom

    3 h-index

    4 publications

    94 citations

  7. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    6 publications

    252 citations

  8. MRC Biostatistics Unit

    Cambridge, United Kingdom

    2 h-index

    3 publications

    205 citations

1–8 of 99

Venues

  1. 7

    h-index

  2. Biometrika

    2 publications · 70 citations

    2

    h-index

  3. 2

    h-index

  4. PLoS ONE

    2 publications · 83 citations

    2

    h-index

  5. Biometrics

    2 publications · 34 citations

    2

    h-index

1–5