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Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis

open access: yesAnnals 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
exaly   +4 more sources

The efficiency of different search strategies in estimating parsimony jackknife, bootstrap, and Bremer support [PDF]

open access: yesBMC 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
doaj   +2 more sources

The proper application of logistic regression model in complex survey data: a systematic review [PDF]

open access: yesBMC Medical Research Methodology
Background 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
doaj   +2 more sources

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

open access: yesMol Ecol Resour
ABSTRACT 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.
europepmc   +2 more sources

An Easy-to-Implement Clinical-Trial Frailty Index Based on Accumulation of Deficits: Validation in Zoster Vaccine Clinical Trials

open access: yesClinical 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
doaj  

Evaluating discrimination of prediction models for recurrent clinical events. [PDF]

open access: yesDiagn Progn Res
Spain TJ   +8 more
europepmc   +1 more source

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