Concepedia

Bayesian Categorical Data Analysis

Bayesian Categorical Data Analysis is a branch of statistical methodology that applies Bayesian inference to categorical data, distinguished by its use of prior distributions and posterior updating for discrete outcomes within hierarchical or multinomial structures.

121

Publications

5.6K

Citations

282

Authors

176

Institutions

Publications per year

2017–2026

24

Parents

Children

Publications

121

Bayesian Analysis of Constrained Parameter and Truncated Data Problems Using Gibbs Sampling

Alan E. Gelfand, A. F. M. Smith, Tai-Ming Lee · Journal of the American Statistical Association · 1992 · 447 citations

, , +16

<i>BayesX</i>: Analyzing Bayesian Structured Additive Regression Models

Andreas Brezger, Thomas Kneib, Stefan Lang · Journal of Statistical Software · 2005 · 232 citations · Full text

, , +16

Bayesian Multivariate Logistic Regression

Sean M. O’Brien, David B. Dunson · Biometrics · 2004 · 185 citations

, , +17

Modelling monotonic effects of ordinal predictors in Bayesian regression models

Paul‐Christian Bürkner, Emmanuel Charpentier · British Journal of Mathematical and Statistical Psychology · 2020 · 175 citations · Full text

, , +16

Bayesian profile regression with an application to the National survey of children's health

John Molitor, Michail Papathomas, Michael Jerrett et al. · Biostatistics · 2010 · 173 citations · Full text

, , +15

1–5 of 121

Authors

282

  1. DB
    David B. Dunson

    Duke University, United States

    5 publications · 423 citations

    5

    h-index

  2. CD
    Carlos Daniel Paulino

    Instituto Superior Técnico, Portugal

    4 publications · 159 citations

    4

    h-index

  3. TL
    Tom Leonard

    University of Wisconsin–Madison, United States

    4 publications · 192 citations

    4

    h-index

  4. AA
    Alan Agresti

    University of Florida, United States

    4 publications · 298 citations

    4

    h-index

  5. JW
    Jai Won Choi

    National Center for Health Statistics, United States

    3 publications · 73 citations

    3

    h-index

1–5 of 282

Institutions

176

  1. Imperial College London

    London, United Kingdom

    6 h-index

    9 publications

    1.2K citations

  2. University of Connecticut

    Storrs, United States

    4 h-index

    6 publications

    1.4K citations

  3. University of Florida

    Gainesville, United States

    4 h-index

    6 publications

    427 citations

  4. National Institute of Environmental Health Sciences

    Durham, United States

    4 h-index

    6 publications

    608 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    4 h-index

    5 publications

    143 citations

  6. National Center for Health Statistics

    Hyattsville, United States

    3 h-index

    6 publications

    144 citations

  7. Instituto Politécnico de Lisboa

    Lisbon, Portugal

    3 h-index

    4 publications

    145 citations

  8. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    5 publications

    149 citations

1–8 of 176

Venues

  1. Biometrics

    12 publications · 774 citations

    11

    h-index

  2. Statistics in Medicine

    13 publications · 305 citations

    11

    h-index

  3. 9

    h-index

  4. Biometrika

    4 publications · 107 citations

    4

    h-index

  5. 4

    h-index

1–5