Concepedia

Bootstrap Estimation

Bootstrap Estimation is a resampling technique that belongs to the family of statistical inference methods, distinguished by its approach of repeatedly sampling with replacement from the observed data to estimate the sampling distribution of a statistic, thereby enabling robust assessment of model variability and uncertainty.

2.1K

Publications

239.7K

Citations

3.2K

Authors

1.4K

Institutions

Publications per year

2017–2026

316

Parents

Publications

2.1K

Bootstrap Methods: Another Look at the Jackknife

B. Efron · The Annals of Statistics · 1979 · 17.4K citations · Full text

, , +15

UFBoot2: Improving the Ultrafast Bootstrap Approximation

Diep Thi Hoang, Olga Chernomor, Arndt von Haeseler et al. · Molecular Biology and Evolution · 2017 · 11K citations · Full text

, , +17

Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy

B. Efron, R. Tibshirani · Statistical Science · 1986 · 6.2K citations · Full text

, , +16

Estimation and Inference in Econometrics.

Marcus J. Chambers, Russell Davidson, James G. MacKinnon · The Economic Journal · 1994 · 5.6K citations

, , +16

Bootstrap Methods and Their Application

Thomas M. Loughin, A. C. Davison, D. V. Hinkley · Journal of the American Statistical Association · 1999 · 5.5K citations

, , +11

1–5 of 2.1K

Authors

3.2K

  1. PH
    Peter Hall

    Australian National University, Australia

    46 publications · 3.8K citations

    32

    h-index

  2. BE
    Bradley Efron

    Stanford University, United States

    31 publications · 21.3K citations

    28

    h-index

  3. JG
    James G. MacKinnon

    Queen's University, Canada

    25 publications · 11.5K citations

    23

    h-index

  4. DN
    Dimitris N. Politis

    University of California San Diego, United States

    24 publications · 5.8K citations

    18

    h-index

  5. RD
    Russell Davidson

    Queen's University, Canada

    19 publications · 10.2K citations

    17

    h-index

1–5 of 3.2K

Institutions

1.4K

  1. Australian National University

    Canberra, Australia

    35 h-index

    92 publications

    5.5K citations

  2. Stanford University

    Stanford, United States

    33 h-index

    63 publications

    37.1K citations

  3. University of California, Berkeley

    Berkeley, United States

    27 h-index

    59 publications

    7.7K citations

  4. University of Wisconsin–Madison

    Madison, United States

    24 h-index

    49 publications

    4.9K citations

  5. University of California San Diego

    San Diego, United States

    22 h-index

    51 publications

    6.2K citations

  6. Queen's University

    Kingston, Canada

    22 h-index

    34 publications

    5K citations

  7. University of Michigan

    Ann Arbor, United States

    21 h-index

    42 publications

    3.5K citations

  8. Texas A&M University

    College Station, United States

    21 h-index

    42 publications

    5.5K citations

1–8 of 1.4K

Venues

  1. Journal of the American Statistical Association

    131 publications · 36.3K citations

    64

    h-index

  2. The Annals of Statistics

    120 publications · 36.6K citations

    60

    h-index

  3. Journal of Econometrics

    45 publications · 3.8K citations

    29

    h-index

  4. Biometrika

    50 publications · 4.8K citations

    28

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 46 publications · 2.8K citations

    25

    h-index

1–5