Concepedia

Binary Response Models

Binary Response Models is a class of statistical regression models in categorical data analysis that describe the relationship between a set of explanatory variables and a single binary outcome by modeling the conditional probability of one of the two response categories, typically via an appropriate link function (such as logit or probit) in a generalized linear modeling framework.

901

Publications

101K

Citations

1.5K

Authors

715

Institutions

Publications per year

2017–2026

107

Variants

Binary Choice ModelsBinary Response AnalysisMultinomial Response ModelsNominal Response AnalysisOrdinal Response AnalysisOrdinal Response Models

Parents

Children

Publications

901

Interaction terms in logit and probit models

Chunrong Ai, Edward C. Norton · Economics Letters · 2003 · 5.8K citations

, , +11

Bayesian Analysis of Binary and Polychotomous Response Data

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

, , +16

A statistical model for the analysis of ordinal level dependent variables

Richard D. McKelvey, William Zavoina · Journal of Mathematical Sociology · 1975 · 2.6K citations

, , +16

Generalized Ordered Logit/Partial Proportional Odds Models for Ordinal Dependent Variables

Richard Williams · The Stata Journal Promoting communications on statistics and Stata · 2006 · 2.1K citations · Full text

, , +16

The Uses of Tobit Analysis

John F. McDonald, Robert Moffitt · The Review of Economics and Statistics · 1980 · 1.8K citations

, , +8

1–5 of 901

Authors

1.5K

  1. GM
    Garrett M. Fitzmaurice

    Harvard University, United States

    18 publications · 1.7K citations

    16

    h-index

  2. SR
    Stuart R. Lipsitz

    Brigham and Women's Hospital, United States

    17 publications · 1.5K citations

    16

    h-index

  3. NM
    Nan M. Laird

    Harvard University, United States

    12 publications · 2K citations

    12

    h-index

  4. AA
    Alan Agresti

    University of Florida, United States

    13 publications · 1.1K citations

    12

    h-index

  5. GM
    Geert Molenberghs

    Hasselt University, Belgium

    10 publications · 380 citations

    10

    h-index

1–5 of 1.5K

Institutions

715

  1. Harvard University

    Cambridge, United States

    25 h-index

    58 publications

    3.5K citations

  2. University of Wisconsin–Madison

    Madison, United States

    16 h-index

    25 publications

    4.5K citations

  3. University of Michigan

    Ann Arbor, United States

    14 h-index

    28 publications

    2K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    14 h-index

    24 publications

    7.6K citations

  5. Cancer Research And Biostatistics

    Seattle, United States

    13 h-index

    27 publications

    1.9K citations

  6. University of Washington

    Seattle, United States

    12 h-index

    17 publications

    1.1K citations

  7. Dana-Farber Cancer Institute

    Boston, United States

    11 h-index

    21 publications

    2.2K citations

  8. Johns Hopkins University

    Baltimore, United States

    11 h-index

    17 publications

    3.7K citations

1–8 of 715

Venues

  1. Journal of the American Statistical Association

    58 publications · 10K citations

    40

    h-index

  2. Statistics in Medicine

    83 publications · 4.7K citations

    38

    h-index

  3. Biometrics

    66 publications · 9K citations

    38

    h-index

  4. Biometrika

    43 publications · 5K citations

    30

    h-index

  5. Journal of Econometrics

    26 publications · 3.7K citations

    19

    h-index

1–5