Concepedia

Cook's Distance

Cook's Distance is a statistical measure of influential observation that quantifies the effect of removing a given data point on the estimated coefficients in regression analysis, thereby identifying outliers by assessing the change in the model's fit.

43

Publications

1.2K

Citations

97

Authors

63

Institutions

Publications per year

2017–2026

8

Parents

Publications

43

Deletion Influence and Masking in Regression

A. J. Lawrance · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 99 citations

, , +7

Influence Diagnostics for Elliptical Multivariate Linear Regression Models

José A. Dı́az-Garcı́a, Manuel Galea Rojas, Víctor Leiva · Communication in Statistics- Theory and Methods · 2003 · 58 citations · Full text

, , +15

Reference values for cook's distance

Choongrak Kim, Barry E. Storer · Communications in Statistics - Simulation and Computation · 1996 · 57 citations

, , +11

DEALING WITH OUTLIERS AND INFLUENTIAL POINTS WHILE FITTING REGRESSION

Chuda Prasad Dhakal · Journal of Institute of Science and Technology · 2017 · 52 citations · Full text

, , +16

Influence analysis for linear mixed‐effects models

Eugene Demidenko, Thérèse A. Stukel · Statistics in Medicine · 2004 · 51 citations

, , +15

1–5 of 43

Authors

97

  1. GR
    G. R. Pasha

    Bahauddin Zakariya University, Pakistan

    2 publications · 25 citations

    2

    h-index

  2. WP
    Wai‐Yin Poon

    Chinese University of Hong Kong, Hong Kong SAR China

    2 publications · 20 citations

    2

    h-index

  3. SW
    Sanford Weisberg

    University of Minnesota, United States

    2 publications · 52 citations

    2

    h-index

  4. BW
    Bo‐Cheng Wei

    Southeast University, China

    2 publications · 53 citations

    2

    h-index

  5. MA
    Muhammad Aman Ullah

    Bahauddin Zakariya University, Pakistan

    2 publications · 25 citations

    2

    h-index

1–5 of 97

Institutions

63

  1. Bahauddin Zakariya University

    Multan, Pakistan

    3 h-index

    7 publications

    160 citations

  2. Pusan National University

    Busan, South Korea

    3 h-index

    4 publications

    175 citations

  3. University of Rajshahi

    Rajshahi, Bangladesh

    2 h-index

    2 publications

    46 citations

  4. Ball State University

    Muncie, United States

    2 h-index

    2 publications

    46 citations

  5. University of Minnesota

    Minneapolis, United States

    2 h-index

    2 publications

    52 citations

  6. Universidad Autónoma Agraria Antonio Narro

    Saltillo, Mexico

    2 h-index

    2 publications

    108 citations

  7. Merck & Co., Inc., Rahway, NJ, USA (United States)

    Rahway, United States

    2 h-index

    2 publications

    52 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    20 citations

1–8 of 63

Venues

  1. 6

    h-index

  2. The Annals of Statistics

    3 publications · 86 citations

    3

    h-index

  3. Journal of Applied Statistics

    3 publications · 65 citations

    3

    h-index

  4. Technometrics

    2 publications · 52 citations

    2

    h-index

  5. Statistics & Probability Letters

    2 publications · 75 citations

    2

    h-index

1–5