Concepedia

Residual Bootstrap

Residual Bootstrap is a resampling technique in statistical inference where the bootstrap samples are constructed by resampling the residuals of a fitted model and adding them back to the predicted values to generate new response variables, thereby preserving the explanatory variables' structure while accounting for model uncertainty.

74

Publications

5.3K

Citations

176

Authors

111

Institutions

Publications per year

2017–2026

12

Variants

Residual Bootstrapping

Parents

Publications

74

Bootstrapping autoregressions with conditional heteroskedasticity of unknown form

Śılvia Gonçalves, Lutz Kilian · Journal of Econometrics · 2004 · 642 citations

, , +15

Probabilistic fiber tracking using the residual bootstrap with constrained spherical deconvolution

Ben Jeurissen, Alexander Leemans, Derek K. Jones et al. · Human Brain Mapping · 2010 · 384 citations · Full text

, , +17

Bootstrapping Clustered Data

Chris Field, A. H. Welsh · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2007 · 369 citations

, , +12

Bootstrapping Lasso Estimators

Arindam Chatterjee, Soumendra N. Lahiri · Journal of the American Statistical Association · 2011 · 305 citations

, , +16

Bootstrap Approximations in Model Checks for Regression

Winfried Stute, Wenceslao González–Manteiga, M. Presedo Quindimil · Journal of the American Statistical Association · 1998 · 285 citations

, , +15

1–5 of 74

Authors

176

  1. ŚG
    Śılvia Gonçalves

    Université de Montréal, Canada

    5 publications · 861 citations

    5

    h-index

  2. LK
    Lutz Kilian

    University of Michigan, United States

    3 publications · 784 citations

    3

    h-index

  3. WG
    Wenceslao González–Manteiga

    Universidade de Santiago de Compostela, Spain

    3 publications · 361 citations

    3

    h-index

  4. BP
    Benoît Perron

    Université de Montréal, Canada

    3 publications · 144 citations

    3

    h-index

  5. EP
    Efstathios Paparoditis

    University of Cyprus, Cyprus

    3 publications · 212 citations

    3

    h-index

1–5 of 176

Institutions

111

  1. Université de Montréal

    Montreal, Canada

    5 h-index

    9 publications

    1K citations

  2. Center for Interuniversity Research and Analysis on Organizations

    Montreal, Canada

    4 h-index

    8 publications

    955 citations

  3. University of Cyprus

    Nicosia, Cyprus

    4 h-index

    7 publications

    374 citations

  4. University of Minnesota

    Minneapolis, United States

    3 h-index

    8 publications

    170 citations

  5. University of California, Berkeley

    Berkeley, United States

    3 h-index

    3 publications

    210 citations

  6. McGill University

    Montreal, Canada

    3 h-index

    6 publications

    133 citations

  7. Center for Economic and Policy Research

    Washington D.C., United States

    2 h-index

    3 publications

    776 citations

  8. Texas A&M University

    College Station, United States

    2 h-index

    4 publications

    264 citations

1–8 of 111

Venues

  1. 4

    h-index

  2. Biometrika

    3 publications · 66 citations

    3

    h-index

  3. Journal of Time Series Analysis

    3 publications · 84 citations

    3

    h-index

  4. Scandinavian Journal of Statistics

    2 publications · 62 citations

    2

    h-index

  5. Econometrica

    2 publications · 259 citations

    2

    h-index

1–5