Concepedia

Empirical Cumulative Distribution Function

An Empirical Cumulative Distribution Function is a non-parametric estimator of the cumulative distribution function of a random variable, defined as the step function that jumps by \( \frac{1}{n} \) at each observed data point, thereby representing the proportion of observations less than or equal to a given value in a finite sample.

455

Publications

26.5K

Citations

997

Authors

543

Institutions

Publications per year

2017–2026

97

Variants

EcdfEmpirical Distribution Function

Parents

Publications

455

Asymptotic Theory of Certain "Goodness of Fit" Criteria Based on Stochastic Processes

T. W. Anderson, D. A. Darling · The Annals of Mathematical Statistics · 1952 · 3.5K citations · Full text

, , +10

An Empirical Distribution Function for Sampling with Incomplete Information

Miriam Ayer, H. D. Brunk, George M. Ewing et al. · The Annals of Mathematical Statistics · 1955 · 919 citations · Full text

, , +13

Use of Half-Normal Plots in Interpreting Factorial Two-Level Experiments

Cuthbert Daniel · Technometrics · 1959 · 752 citations

, , +15

The Tight Constant in the Dvoretzky-Kiefer-Wolfowitz Inequality

Pascal Massart · The Annals of Probability · 1990 · 733 citations

, , +9

On the Distribution of the Two-Sample Cramer-von Mises Criterion

T. W. Anderson · The Annals of Mathematical Statistics · 1962 · 603 citations · Full text

, , +15

1–5 of 455

Authors

997

  1. PR
    Pál Révész

    Hungarian Academy of Sciences, Hungary

    4 publications · 104 citations

    4

    h-index

  2. SN
    Soumendra N. Lahiri

    Iowa State University, United States

    4 publications · 139 citations

    4

    h-index

  3. NC
    Noel Cressie

    Iowa State University, United States

    3 publications · 127 citations

    3

    h-index

  4. RO
    Richard O. Buckius

    University of Illinois Urbana-Champaign, United States

    3 publications · 68 citations

    3

    h-index

  5. NH
    Nan‐Jung Hsu

    National Tsing Hua University, Taiwan

    3 publications · 127 citations

    3

    h-index

1–5 of 997

Institutions

543

  1. Centre National de la Recherche Scientifique

    Paris, France

    8 h-index

    10 publications

    433 citations

  2. Stanford University

    Stanford, United States

    6 h-index

    8 publications

    591 citations

  3. Iowa State University

    Ames, United States

    6 h-index

    14 publications

    440 citations

  4. The Ohio State University

    Columbus, United States

    5 h-index

    7 publications

    726 citations

  5. Johns Hopkins University

    Baltimore, United States

    5 h-index

    5 publications

    151 citations

  6. University of Maryland, College Park

    College Park, United States

    5 h-index

    13 publications

    886 citations

  7. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    8 publications

    192 citations

  8. The University of Texas at Austin

    Austin, United States

    5 h-index

    10 publications

    938 citations

1–8 of 543

Venues

  1. Journal of the American Statistical Association

    22 publications · 2.2K citations

    19

    h-index

  2. The Annals of Mathematical Statistics

    19 publications · 6K citations

    16

    h-index

  3. The Annals of Statistics

    16 publications · 1.3K citations

    13

    h-index

  4. Biometrika

    10 publications · 654 citations

    10

    h-index

  5. Communication in Statistics- Theory and Methods

    10 publications · 350 citations

    10

    h-index

1–5