Concepedia

Bayesian Probit Models

Bayesian Probit Models is a Bayesian statistical model that extends the probit regression framework by incorporating prior distributions on parameters to estimate latent binary outcomes through the assumption of an underlying normal distribution.

149

Publications

14K

Citations

327

Authors

202

Institutions

Publications per year

2017–2026

26

Parents

Publications

149

Bayesian Analysis of Binary and Polychotomous Response Data

James H. Albert, Siddhartha Chib · Journal of the American Statistical Association · 1993 · 3.1K citations

, , +16

Analysis of multivariate probit models

Siddhartha Chib · Biometrika · 1998 · 841 citations

, , +17

Probit Analysis, 3rd edition

A. Lawrence Gould · Technometrics · 1973 · 586 citations

, , +4

Bayesian Analysis of Binary and Polychotomous Response Data

James H. Albert, Siddhartha Chib · Journal of the American Statistical Association · 1993 · 500 citations

, , +16

Web-Scale Bayesian Click-Through rate Prediction for Sponsored Search Advertising in Microsoft's Bing Search Engine

Thore Graepel, Joaquin Quiñonero Candela, Thomas Borchert et al. · 2010 · 460 citations

, , +16

1–5 of 149

Authors

327

  1. SC
    Siddhartha Chib

    Washington University in St. Louis, United States

    5 publications · 4.5K citations

    5

    h-index

  2. DB
    David B. Dunson

    Duke University, United States

    4 publications · 235 citations

    4

    h-index

  3. RE
    Robert E. McCulloch

    University of Chicago, United States

    3 publications · 501 citations

    3

    h-index

  4. MH
    Matthew Harding

    Stanford University, United States

    3 publications · 159 citations

    3

    h-index

  5. JG
    John Geweke

    University of Technology Sydney, Australia

    3 publications · 243 citations

    3

    h-index

1–5 of 327

Institutions

202

  1. Washington University in St. Louis

    St Louis, United States

    6 h-index

    8 publications

    4.6K citations

  2. Duke University

    Durham, United States

    6 h-index

    8 publications

    458 citations

  3. University of Reading

    Reading, United Kingdom

    5 h-index

    7 publications

    528 citations

  4. University of Toronto

    Toronto, Canada

    5 h-index

    6 publications

    325 citations

  5. Columbia University

    New York, United States

    5 h-index

    7 publications

    227 citations

  6. University of Kent

    Canterbury, United Kingdom

    4 h-index

    4 publications

    81 citations

  7. University of Florida

    Gainesville, United States

    4 h-index

    6 publications

    181 citations

  8. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    264 citations

1–8 of 202

Venues

  1. Journal of the American Statistical Association

    10 publications · 4.1K citations

    10

    h-index

  2. Journal of Econometrics

    7 publications · 877 citations

    7

    h-index

  3. Technometrics

    4 publications · 1K citations

    4

    h-index

  4. SSRN Electronic Journal

    Repository · 4 publications · 135 citations

    4

    h-index

  5. Bayesian Analysis

    3 publications · 219 citations

    3

    h-index

1–5