Concepedia

Bootstrap Stability Assessment

Bootstrap Stability Assessment is a methodological technique within feature stability analysis that evaluates the consistency of selected features across resampled datasets generated via bootstrap sampling to quantify the robustness of feature selection processes.

29

Publications

5K

Citations

72

Authors

54

Institutions

Publications per year

2017–2026

6

Parents

Publications

29

Discriminant Analysis and Statistical Pattern Recognition.

Douglas M. Hawkins, Geoffrey J. McLachlan · Journal of the American Statistical Association · 1993 · 2.7K citations

, , +14

A bootstrap resampling procedure for model building: Application to the cox regression model

Willi Sauerbrei, Martin Schumacher · Statistics in Medicine · 1992 · 599 citations

, , +15

Estimating the Stability of Psychological Dimensions via Bootstrap Exploratory Graph Analysis: A Monte Carlo Simulation and Tutorial

Alexander P. Christensen, Hudson Golino · Psych · 2021 · 286 citations · Full text

, , +16

The Bootstrapped Response Function

Joël Guiot · UA Campus Repository (The University of Arizona) · 1991 · 244 citations

, , +13

Principal Components Analysis Based on Multivariate MM Estimators With Fast and Robust Bootstrap

Matías Salibián‐Barrera, Stefan Van Aelst, Gert Willems · Journal of the American Statistical Association · 2006 · 144 citations · Full text

, , +16

1–5 of 29

Authors

72

  1. WS
    Willi Sauerbrei

    University of Freiburg, Germany

    5 publications · 906 citations

    5

    h-index

  2. GJ
    Geoffrey J. McLachlan

    The University of Queensland, Australia

    3 publications · 2.8K citations

    3

    h-index

  3. SJ
    Silke Janitza

    Zimmer Biomet (Germany), Germany

    2 publications · 118 citations

    2

    h-index

  4. PR
    Patrick Royston

    MRC Clinical Trials Unit at UCL, United Kingdom

    2 publications · 190 citations

    2

    h-index

  5. RD
    Riccardo De Bin

    University of Oslo, Norway

    2 publications · 151 citations

    2

    h-index

1–5 of 72

Institutions

54

  1. University Medical Center Freiburg

    Freiburg im Breisgau, Germany

    4 h-index

    4 publications

    307 citations

  2. Zimmer Biomet (Germany)

    Berlin, Germany

    3 h-index

    6 publications

    941 citations

  3. MRC Clinical Trials Unit at UCL

    London, United Kingdom

    2 h-index

    2 publications

    190 citations

  4. University College London

    London, United Kingdom

    2 h-index

    2 publications

    80 citations

  5. Zimmer Biomet (Netherlands)

    Dordrecht, Netherlands

    2 h-index

    3 publications

    35 citations

  6. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    2 publications

    323 citations

  7. University of Virginia

    Charlottesville, United States

    2 h-index

    2 publications

    323 citations

  8. Leiden University

    Leiden, The Netherlands

    1 h-index

    3 publications

    270 citations

1–8 of 54

Venues

  1. Statistics in Medicine

    3 publications · 765 citations

    3

    h-index

  2. Journal of the American Statistical Association

    2 publications · 2.8K citations

    2

    h-index

  3. 2

    h-index

  4. Canadian Journal of Statistics

    CJS · 1 publications · 35 citations

    1

    h-index

  5. arXiv (Cornell University)

    Repository · 1 publications · 11 citations

    1

    h-index

1–5