Concepedia

Leverage Diagnostics

Leverage Diagnostics is a statistical methodology within regression analysis that identifies influential observations by measuring the extent to which individual data points exert leverage on the fitted values of the model, distinguishing it from other diagnostic techniques through its focus on the hat matrix to detect outliers with high potential to distort parameter estimates.

39

Publications

8.4K

Citations

69

Authors

44

Institutions

Publications per year

2017–2026

3

Parents

Publications

39

Introduction to Linear Regression Analysis.

Renato Assunção, Paul D. Sampson, Douglas C. Montgomery et al. · Journal of the American Statistical Association · 1993 · 5.4K citations

, , +16

Introduction to Linear Regression Analysis.

J. M. Cass, D. C. Montgomery, E. A. Peck · Journal of the Royal Statistical Society Series C (Applied Statistics) · 1983 · 1.4K citations

, , +16

Financial leverage changes associated with corporate mergers

Aloke Ghosh, Prem C. Jain · Journal of Corporate Finance · 2000 · 248 citations

, , +14

Residuals and regression diagnostics: focusing on logistic regression

Zhongheng Zhang · Annals of Translational Medicine · 2016 · 97 citations · Full text

, , +17

Influence Diagnostics in log-Birnbaum-Saunders Regression Models

Manuel Galea, Víctor Leiva, Gilberto A. Paula · Journal of Applied Statistics · 2004 · 96 citations

, , +13

1–5 of 39

Authors

69

  1. EA
    Elizabeth A. Peck

    United States Army, United States

    2 publications · 5.5K citations

    2

    h-index

  2. AB
    Arezoo Bagheri

    Universiti Putra Malaysia, Malaysia

    2 publications · 27 citations

    2

    h-index

  3. PC
    Prem C. Jain

    Georgetown University, United States

    2 publications · 277 citations

    2

    h-index

  4. EA
    E. A. Peck

    2 publications · 1.5K citations

    2

    h-index

  5. HM
    Habshah Midi

    Universiti Putra Malaysia, Malaysia

    2 publications · 33 citations

    2

    h-index

1–5 of 69

Institutions

44

  1. Universidade de São Paulo

    São Paulo, Brazil

    3 h-index

    4 publications

    184 citations

  2. Georgetown University

    Washington, United States

    2 h-index

    2 publications

    277 citations

  3. Universiti Putra Malaysia

    Seri Kembangan, Malaysia

    2 h-index

    3 publications

    57 citations

  4. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    2 h-index

    3 publications

    68 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    2 publications

    122 citations

  6. Ball State University

    Muncie, United States

    2 h-index

    2 publications

    31 citations

  7. Northern Territory Health Services

    Darwin, Australia

    1 h-index

    1 publications

    26 citations

  8. Aarhus University

    Aarhus, Denmark

    1 h-index

    1 publications

    22 citations

1–8 of 44

Venues

  1. Journal of the American Statistical Association

    5 publications · 5.7K citations

    5

    h-index

  2. Journal of Applied Statistics

    3 publications · 144 citations

    3

    h-index

  3. 2

    h-index

  4. Technometrics

    2 publications · 31 citations

    2

    h-index

  5. 2

    h-index

1–5