Concepedia

Statistical Summarization

Statistical Summarization is a data reduction technique that belongs to the class of methods aimed at reducing data volume by retaining summarized statistical measures, distinguished by its focus on computing and preserving aggregate metrics—such as mean, variance, frequency, or distributional properties—to represent the original dataset in a condensed form.

80

Publications

14.3K

Citations

197

Authors

97

Institutions

Publications per year

2017–2026

19

Parents

Publications

80

An Introduction to Statistical Methods and Data Analysis

Technometrics · 1994 · 5.4K citations

, , +17

Reproducible Summary Tables with the gtsummary Package

Diane Daniel, Karissa Whiting, Michael Curry et al. · The R Journal · 2021 · 1.3K citations · Full text

, , +17

An Introduction to Statistical Methods and Data Analysis

Victor R. Prybutok, Lyman Ott · Technometrics · 1989 · 1.2K citations

, , +17

A new approach to the summarization of data

Ronald R. Yager · Information Sciences · 1982 · 462 citations

, , +11

How not to lie with statistics: the correct way to summarize benchmark results

Philip J. Fleming, John J. Wallace · Communications of the ACM · 1986 · 441 citations · Full text

, , +15

1–5 of 80

Authors

197

  1. RR
    Ronald R. Yager

    Iona College, United States

    4 publications · 504 citations

    4

    h-index

  2. RR
    Robert Rosenthal

    Harvard University Press, United States

    3 publications · 345 citations

    3

    h-index

  3. JA
    Jordan Anaya

    University of Virginia, United States

    2 publications · 65 citations

    2

    h-index

  4. LO
    Lyman Ott

    University of Florida, United States

    2 publications · 1.5K citations

    2

    h-index

  5. AS
    Arie Shoshani

    Lawrence Berkeley National Laboratory, United States

    2 publications · 366 citations

    2

    h-index

1–5 of 197

Institutions

97

  1. Iona College

    New Rochelle, United States

    4 h-index

    4 publications

    504 citations

  2. University of Toronto

    Toronto, Canada

    3 h-index

    5 publications

    132 citations

  3. Machine Intelligence Research Institute

    Berkeley, United States

    2 h-index

    2 publications

    31 citations

  4. University of Calabria

    Rende, Italy

    2 h-index

    6 publications

    192 citations

  5. University of Reggio Calabria

    Reggio Calabria, Italy

    2 h-index

    5 publications

    196 citations

  6. Stanford Synchrotron Radiation Lightsource

    Menlo Park, United States

    2 h-index

    4 publications

    384 citations

  7. University of Groningen

    Groningen, The Netherlands

    2 h-index

    2 publications

    65 citations

  8. University Medical Center Groningen

    Groningen, The Netherlands

    2 h-index

    2 publications

    65 citations

1–8 of 97

Venues

  1. Technometrics

    6 publications · 7.4K citations

    6

    h-index

  2. Psychological Bulletin

    4 publications · 617 citations

    4

    h-index

  3. Multimedia Tools and Applications

    3 publications · 116 citations

    3

    h-index

  4. Information Sciences

    2 publications · 473 citations

    2

    h-index

  5. Statistics in Medicine

    2 publications · 58 citations

    2

    h-index

1–5