Concepedia

Exact Sufficient Statistics

Exact Sufficient Statistics is a statistical function of categorical data that belongs to the class of sufficient statistics and is distinguished by its ability to capture all relevant information about the model parameters without relying on asymptotic approximations, thereby enabling exact inference through discrete probability distributions.

79

Publications

5.8K

Citations

122

Authors

85

Institutions

Publications per year

2017–2026

6

Parents

Publications

79

A Survey of Exact Inference for Contingency Tables

Alan Agresti · Statistical Science · 1992 · 1.1K citations · Full text

, , +13

Exact logistic regression: Theory and examples

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

, , +16

Sufficient Statistics and Latent Trait Models

Erling B. Andersen · Psychometrika · 1977 · 402 citations

, , +14

Exact Statistical Methods for Data Analysis.

Vicente Núñez‐Antón, Samaradasa Weerahandi · Journal of the Royal Statistical Society Series D (The Statistician) · 1996 · 256 citations · Full text

, , +16

Estimating and understanding exponential random graph models

The Annals of Statistics · 2013 · 231 citations · Full text

, , +13

1–5 of 79

Authors

122

  1. CR
    Cyrus R. Mehta

    Cytel (United States), United States

    6 publications · 815 citations

    6

    h-index

  2. KF
    Karim F. Hirji

    University of California, Los Angeles, United States

    6 publications · 276 citations

    6

    h-index

  3. NR
    Nitin R. Patel

    Cytel (United States), United States

    4 publications · 681 citations

    4

    h-index

  4. JK
    Jerome Klotz

    University of Wisconsin–Madison, United States

    3 publications · 157 citations

    3

    h-index

  5. BC
    Brian Caffo

    Johns Hopkins University, United States

    2 publications · 37 citations

    2

    h-index

1–5 of 122

Institutions

85

  1. Harvard University

    Cambridge, United States

    5 h-index

    9 publications

    1.1K citations

  2. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    4 publications

    158 citations

  3. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    5 publications

    205 citations

  4. Applied Biomathematics (United States)

    Setauket-East Setauket, United States

    3 h-index

    3 publications

    195 citations

  5. Dana-Farber Cancer Institute

    Boston, United States

    3 h-index

    4 publications

    249 citations

  6. Cytel (United States)

    Cambridge, United States

    3 h-index

    5 publications

    740 citations

  7. Johns Hopkins University

    Baltimore, United States

    2 h-index

    3 publications

    57 citations

  8. Iowa State University

    Ames, United States

    2 h-index

    6 publications

    297 citations

1–8 of 85

Venues

  1. 8

    h-index

  2. Biometrika

    5 publications · 125 citations

    5

    h-index

  3. The Annals of Statistics

    4 publications · 452 citations

    4

    h-index

  4. Journal of Computational and Graphical Statistics

    JCGS · 3 publications · 193 citations

    3

    h-index

  5. The Annals of Mathematical Statistics

    3 publications · 72 citations

    3

    h-index

1–5