Concepedia

High-leverage Point Detection

High-Leverage Point Detection is a methodological procedure in regression diagnostics that identifies data points exerting disproportionate influence on the estimated coefficients of a model by virtue of their extreme explanatory variable values.

26

Publications

1.6K

Citations

41

Authors

21

Institutions

Publications per year

2017–2026

2

Parents

Publications

26

Influential Observations, High Leverage Points, and Outliers in Linear Regression

Samprit Chatterjee, Ali S. Hadi · Statistical Science · 1986 · 846 citations · Full text

, , +14

A Bounded Influence, High Breakdown, Efficient Regression Estimator

Clint W. Coakley, Thomas P. Hettmansperger · Journal of the American Statistical Association · 1993 · 178 citations

, , +14

The performance of diagnostic-robust generalized potentials for the identification of multiple high leverage points in linear regression

M. R. Norazan, A. H. M. Rahmatullah Imon · Journal of Applied Statistics · 2009 · 67 citations

, , +13

A Bounded Influence, High Breakdown, Efficient Regression Estimator

Clint W. Coakley, Thomas P. Hettamansperger · Journal of the American Statistical Association · 1993 · 56 citations

, , +14

New methodology of influential point detection in regression model building for the prediction of metabolic clearance rate of glucose

Milan Meloun, Martin Hill, Jana Vrbíková et al. · Clinical Chemistry and Laboratory Medicine (CCLM) · 2004 · 40 citations

, , +16

1–5 of 26

Authors

41

  1. HM
    Habshah Midi

    Universiti Putra Malaysia, Malaysia

    5 publications · 89 citations

    5

    h-index

  2. AH
    A. H. M. Rahmatullah Imon

    Ball State University, United States

    5 publications · 151 citations

    5

    h-index

  3. AB
    Arezoo Bagheri

    Universiti Putra Malaysia, Malaysia

    3 publications · 47 citations

    3

    h-index

  4. AS
    Ali S. Hadi

    Cornell University, United States

    3 publications · 884 citations

    3

    h-index

  5. SC
    Samprit Chatterjee

    New York University, United States

    2 publications · 870 citations

    2

    h-index

1–5 of 41

Institutions

21

  1. Ball State University

    Muncie, United States

    5 h-index

    5 publications

    148 citations

  2. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    4 h-index

    7 publications

    160 citations

  3. Virginia Tech

    Blacksburg, United States

    2 h-index

    4 publications

    468 citations

  4. Duke University Hospital

    Durham, United States

    1 h-index

    1 publications

    19 citations

  5. Curtin University

    Perth, Australia

    1 h-index

    2 publications

    24 citations

  6. Duke University

    Durham, United States

    1 h-index

    1 publications

    19 citations

  7. University of Pittsburgh

    Pittsburgh, United States

    1 h-index

    2 publications

    38 citations

  8. Universiti Teknologi MARA

    Shah Alam, Malaysia

    1 h-index

    1 publications

    67 citations

1–8 of 21

Venues

  1. Statistical Science

    6 publications · 952 citations

    6

    h-index

  2. Journal of Applied Statistics

    4 publications · 142 citations

    4

    h-index

  3. 2

    h-index

  4. Journal of Applied Sciences

    2 publications · 31 citations

    2

    h-index

  5. 2

    h-index

1–5