Discussion: Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis
The Annals of Statistics, 1986 Wynn, H. P., Ogbonmwan, S. M.
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On the Use of the Jackknife to Compare R<sub>XY</sub> Statistics in Conservation Genomics Research. [PDF]
Mol Ecol ResourABSTRACT Many useful quantities in conservation genomics are point estimates that summarise genetic variation at the population or species level. This presents a challenge to the application of null hypothesis testing frameworks, which require some measure of uncertainty to test the authenticity of measured group differences.
Stuart OP.
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Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis
The Annals of Statistics, 1986 Statistical inference based on data resampling has been mostly based on the assumption of independence and identical distribution, the i.i.d. case. The author maintains that resampling methods justifiable in the i.i.d. case may not work in more complex situations. These methods are studied in the context of regression models.
C F J Wu
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The proper application of logistic regression model in complex survey data: a systematic review [PDF]
BMC Medical Research MethodologyBackground Logistic regression is a useful statistical technique commonly used in many fields like healthcare, marketing, or finance to generate insights from binary outcomes (e.g., sick vs. not sick).
Devjit Dey +7 more
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Genomic Variation and Population Structure of Portuguese Native Dog Breeds. [PDF]
Anim GenetABSTRACT The presence of dogs in Portugal is confirmed by zooarchaeological evidence dating to at least 7600 years ago. The 11 native dog breeds that exist in this territory are therefore the end‐product of a complex evolutionary process. This study characterises the genomic diversity and population structure of 10 native breeds based on whole‐genome ...
Blaschikoff L +4 more
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BMC Evolutionary Biology, 2005 Background For parsimony analyses, the most common way to estimate confidence is by resampling plans (nonparametric bootstrap, jackknife), and Bremer support (Decay indices).
Müller Kai F
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Species Distribution Models and Abundance Estimates Enhance Breeding Bird Atlas Data [PDF]
Ecol EvolOur primary goal was to leverage the large amount of systematic and volunteer‐based data produced by the Minnesota Breeding Bird Atlas to develop species distribution models and population estimates for as many breeding bird species as possible. We utilized three complementary techniques to develop species distribution models and maps for 136 breeding ...
Walton N +4 more
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Complementary Evidence From Historical and Contemporary Gene Dispersal Reveals Contrasting Population Dynamics in a Tropical Tree Species. [PDF]
Evol ApplABSTRACT Gene flow shapes the demographic stability and evolutionary potential of tropical forest trees, yet its dynamics may differ depending on the temporal scale at which it is assessed. We combined spatial genetic structure (SGS), parentage analyses, and reproductive success metrics to investigate historical and contemporary gene dispersal in four ...
Bonnier J +8 more
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Jackknife and bootstrapping resampling techniques to evaluate the precision of lens formula constants. [PDF]
Acta OphthalmolLangenbucher A +5 more
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Clinical Interventions in Aging, 2022 Melissa K Andrew,1 Sean Matthews,2 Joon Hyung Kim,3 Megan E Riley,3 Desmond Curran4 1Department of Medicine (Division of Geriatric Medicine), Dalhousie University, Halifax, Nova Scotia, Canada; 2Freelance C/O GSK, Wavre, Belgium; 3GSK, Rockville, MD, USA;
Andrew MK +4 more
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