Method evidence record

Bootstrap Inference

Bootstrap inference, introduced by Bradley Efron in 1979, estimates the sampling distribution of a statistic by repeatedly resampling the observed data with replacement. It requires no distributional assumption and produces reliable confidence intervals even in small samples.

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Bootstrap Resampling Inference

Taxonomic method record · regression-model / statistics

Efron, B. (1979). Bootstrap Methods: Another Look at the Jackknife. Annals of Statistics, 7(1), 1-26. · DOI 10.1214/aos/1176344552
Efron, B. & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. Chapman & Hall/CRC Press. · ISBN 978-0412042317

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Related methods

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Same method familyJackknifemachine-suggested · Relational suggestion, not evidence.Same method familyPermutation Testmachine-suggested · Relational suggestion, not evidence.Same method familyRobust Correlationmachine-suggested · Relational suggestion, not evidence.Same method familyTrimmed Mean Testmachine-suggested · Relational suggestion, not evidence.Same method familyWinsorized Estimationmachine-suggested · Relational suggestion, not evidence.