Concepedia

Resampling-based Hypothesis Testing

Resampling-Based Hypothesis Testing is a statistical inference method that belongs to the class of resampling techniques and is distinguished by its use of repeated sampling from observed data to estimate the sampling distribution of a test statistic under the null hypothesis, thereby enabling hypothesis testing without relying on parametric distributional assumptions.

204

Publications

28.8K

Citations

389

Authors

242

Institutions

Publications per year

2017–2026

23

Parents

Publications

204

Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods

David P. MacKinnon, Chondra M. Lockwood, Jason Williams · Multivariate Behavioral Research · 2004 · 7.6K citations · Full text

, , +16

Consensus Clustering: A Resampling-Based Method for Class Discovery and Visualization of Gene Expression Microarray Data

Stefano Monti, Pablo Tamayo, Jill P. Mesirov et al. · Machine Learning · 2003 · 2.2K citations · Full text

, , +15

The Dip Test of Unimodality

J. A. Hartigan, Pamela Hartigan · The Annals of Statistics · 1985 · 2K citations · Full text

, , +12

Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment.

Michael A. Martin, Peter H. Westfall, S. Stanley Young · Biometrics · 1994 · 1.7K citations

, , +11

Permutation Tests: A Practical Guide to Resampling Methods for Testing Hypotheses

Minoo Niknian, Philip Good · Technometrics · 1995 · 1.4K citations

, , +13

1–5 of 204

Authors

389

  1. MJ
    Mark J. van der Laan

    University of California, Berkeley, United States

    8 publications · 333 citations

    8

    h-index

  2. MW
    Michael Wolf

    University of Zurich, Switzerland

    7 publications · 1.3K citations

    7

    h-index

  3. JP
    Joseph P. Romano

    Stanford University, United States

    5 publications · 220 citations

    5

    h-index

  4. PH
    Peter H. Westfall

    Texas Tech University, United States

    5 publications · 3.4K citations

    5

    h-index

  5. WL
    Wei‐Yin Loh

    University of Wisconsin–Madison, United States

    5 publications · 199 citations

    5

    h-index

1–5 of 389

Institutions

242

  1. Stanford University

    Stanford, United States

    10 h-index

    16 publications

    554 citations

  2. University of California, Berkeley

    Berkeley, United States

    7 h-index

    16 publications

    512 citations

  3. University of Wisconsin–Madison

    Madison, United States

    7 h-index

    8 publications

    356 citations

  4. University of Zurich

    Zurich, Switzerland

    6 h-index

    7 publications

    1.4K citations

  5. Iowa State University

    Ames, United States

    5 h-index

    8 publications

    365 citations

  6. Pennsylvania State University

    State College, United States

    4 h-index

    4 publications

    61 citations

  7. Columbia University

    New York, United States

    4 h-index

    8 publications

    1.3K citations

  8. Utah State University

    Logan, United States

    3 h-index

    4 publications

    123 citations

1–8 of 242

Venues

  1. Journal of the American Statistical Association

    21 publications · 1.6K citations

    19

    h-index

  2. Technometrics

    9 publications · 3.8K citations

    9

    h-index

  3. Biometrics

    8 publications · 2K citations

    8

    h-index

  4. SSRN Electronic Journal

    Repository · 6 publications · 283 citations

    6

    h-index

  5. The Annals of Statistics

    6 publications · 2.2K citations

    6

    h-index

1–5