Concepedia

Exact Logistic Regression

Exact Logistic Regression is a statistical modeling method that belongs to the class of logistic regression techniques, distinguished by its use of exact conditional inference to estimate parameters and compute p-values without relying on asymptotic approximations, particularly suitable for small sample sizes or sparse categorical data.

91

Publications

5.8K

Citations

538

Authors

215

Institutions

Publications per year

2017–2026

18

Parents

Publications

91

Sparse multinomial logistic regression: fast algorithms and generalization bounds

Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 893 citations

, , +15

Exact logistic regression: Theory and examples

Cyrus R. Mehta, Nitin R. Patel · Statistics in Medicine · 1995 · 480 citations

, , +16

A comparative investigation of methods for logistic regression with separated or nearly separated data

Georg Heinze · Statistics in Medicine · 2006 · 380 citations

, , +12

Computing Distributions for Exact Logistic Regression

Karim F. Hirji, Cyrus R. Mehta, Nitin R. Patel · Journal of the American Statistical Association · 1987 · 295 citations

, , +16

Effectiveness of 2 Doses of Varicella Vaccine in Children

Eugene D. Shapiro, Marcos Vázquez, Douglas H. Esposito et al. · The Journal of Infectious Diseases · 2011 · 183 citations · Full text

, , +17

1–5 of 91

Authors

538

  1. DL
    David L. Pearl

    University of Guelph, Canada

    4 publications · 87 citations

    4

    h-index

  2. CR
    Cyrus R. Mehta

    Cytel (United States), United States

    3 publications · 840 citations

    3

    h-index

  3. NR
    Nitin R. Patel

    Cytel (United States), United States

    3 publications · 840 citations

    3

    h-index

  4. CM
    Charles M. Cleland

    New York University, United States

    2 publications · 79 citations

    2

    h-index

  5. JS
    J. Scott Weese

    University of Guelph, Canada

    2 publications · 88 citations

    2

    h-index

1–5 of 538

Institutions

215

  1. Harvard University

    Cambridge, United States

    7 h-index

    19 publications

    2.7K citations

  2. University of Guelph

    Guelph, Canada

    5 h-index

    22 publications

    620 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    3 publications

    385 citations

  4. Cytel (United States)

    Cambridge, United States

    3 h-index

    3 publications

    840 citations

  5. New York University

    New York, United States

    3 h-index

    6 publications

    677 citations

  6. University of California, Davis

    Davis, United States

    3 h-index

    13 publications

    265 citations

  7. University of Florida

    Gainesville, United States

    3 h-index

    7 publications

    176 citations

  8. Instituut voor Tropische Geneeskunde

    Antwerp, Belgium

    2 h-index

    8 publications

    528 citations

1–8 of 215

Venues

  1. PubMed

    Repository · 4 publications · 90 citations

    4

    h-index

  2. 4

    h-index

  3. Journal of Veterinary Internal Medicine

    JVIM · 3 publications · 97 citations

    3

    h-index

  4. Sexually Transmitted Diseases

    3 publications · 287 citations

    3

    h-index

  5. Pharmacoepidemiology and Drug Safety

    2 publications · 61 citations

    2

    h-index

1–5