Concepedia

Bootstrap For Small Samples

Bootstrap for Small Samples is a resampling methodology within the class of bootstrap techniques that specifically addresses the challenges of statistical inference in small sample sizes by generating multiple synthetic samples through random sampling with replacement to improve estimation accuracy and reliability when traditional asymptotic methods are inadequate.

215

Publications

18.4K

Citations

383

Authors

259

Institutions

Publications per year

2017–2026

26

Parents

Publications

215

A Kenward-Roger Approximation and Parametric Bootstrap Methods for Tests in Linear Mixed Models - The<i>R</i>Package<b>pbkrtest</b>

Ulrich Halekoh, Søren Højsgaard · Journal of Statistical Software · 2014 · 1.3K citations · Full text

, , +16

Stability of response characteristics of a Delphi panel: application of bootstrap data expansion

Ralitsa Akins, Homer Tolson, Bryan R. Cole · BMC Medical Research Methodology · 2005 · 1K citations · Full text

, , +16

Error Bands for Impulse Responses

Christopher A. Sims, Tao Zha · Econometrica · 1999 · 957 citations

, , +16

On the statistical analysis of capture experiments

Richard Huggins · Biometrika · 1989 · 713 citations

, , +16

On blocking rules for the bootstrap with dependent data

Peter Hall, Joël L. Horowitz, Bing‐Yi Jing · Biometrika · 1995 · 599 citations

, , +17

1–5 of 215

Authors

383

  1. JG
    James G. MacKinnon

    Queen's University, Canada

    7 publications · 1.2K citations

    7

    h-index

  2. MD
    Matthew D. Webb

    Carleton University, Canada

    5 publications · 830 citations

    5

    h-index

  3. RR
    Rand R. Wilcox

    University of Southern California, United States

    4 publications · 164 citations

    4

    h-index

  4. RD
    Russell Davidson

    Queen's University, Canada

    4 publications · 1K citations

    4

    h-index

  5. PH
    Peter Hall

    Australian National University, Australia

    3 publications · 720 citations

    3

    h-index

1–5 of 383

Institutions

259

  1. Queen's University

    Kingston, Canada

    7 h-index

    7 publications

    1.2K citations

  2. Australian National University

    Canberra, Australia

    7 h-index

    8 publications

    1K citations

  3. Carleton University

    Ottawa, Canada

    5 h-index

    5 publications

    822 citations

  4. University of Southern California

    Los Angeles, United States

    4 h-index

    5 publications

    193 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    5 publications

    755 citations

  6. Queensland University of Technology

    Brisbane, Australia

    4 h-index

    4 publications

    672 citations

  7. Federal Reserve

    Washington D.C., United States

    3 h-index

    3 publications

    512 citations

  8. UNSW Sydney

    Sydney, Australia

    3 h-index

    3 publications

    127 citations

1–8 of 259

Venues

  1. 11

    h-index

  2. Journal of the American Statistical Association

    10 publications · 671 citations

    10

    h-index

  3. The Annals of Statistics

    7 publications · 571 citations

    7

    h-index

  4. Canadian Journal of Statistics

    CJS · 5 publications · 190 citations

    5

    h-index

  5. Statistics in Medicine

    5 publications · 181 citations

    5

    h-index

1–5