On the Use of the Jackknife to Compare R <sub>XY</sub> Statistics in Conservation Genomics Research

statistics, a recently formulated quantity designed to measure relative mutation load. In this review, I summarise the application of the jackknife as a method to produce confidence intervals and review its uses in the conservation/population genomics literature. I outline how it is similar to and different from the bootstrap, and how the treatment of jackknife pseudo-values as bootstrap pseudo-values produces inflated confidence in otherwise negligible group differences. I then provide suggestions for the future use of the jackknife in conservation genomics.

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Publication Details

Journal
Molecular Ecology Resources
Published
2026-05-01
DOI
https://doi.org/10.1111/1755-0998.70148
Primary Topic
Genetic diversity and population structure
Type
article
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article

On the Use of the Jackknife to Compare R XY Statistics in Conservation Genomics Research

Oliver Patrick Stuart
Molecular Ecology Resources
Genetic diversity and population structure
article

On the Use of the Jackknife to Compare R XY Statistics in Conservation Genomics Research

Oliver Patrick Stuart
article en

Abstract

statistics, a recently formulated quantity designed to measure relative mutation load. In this review, I summarise the application of the jackknife as a method to produce confidence intervals and review its uses in the conservation/population genomics literature. I outline how it is similar to and different from the bootstrap, and how the treatment of jackknife pseudo-values as bootstrap pseudo-values produces inflated confidence in otherwise negligible group differences. I then provide suggestions for the future use of the jackknife in conservation genomics.

Molecular Ecology ResourcesVol. 26(4)
University College Cork (IE)
Life in Land
Openalex Percentile: Top 4%
Genetic diversity and population structure
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