An Introduction to the Bootstrap¶
Efron, B., & Tibshirani, R. J. (1993). An Introduction to the Bootstrap. Chapman & Hall.
Cited by¶
5 citations across 5 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Assumption
- The interaction invariant appears too: the normality assumption can be protected by a procedure (a large-sample appeal to the central limit theorem) or replaced by an evidenced alternative (a bootstrap that re-derives the sampling distribution from the data).
This sourceEstablishes the bootstrap as a resampling method that re-derives the sampling distribution from the data, replacing the normality assumption.
- The interaction invariant appears too: the normality assumption can be protected by a procedure (a large-sample appeal to the central limit theorem) or replaced by an evidenced alternative (a bootstrap that re-derives the sampling distribution from the data).
- Bootstrapping
- Efron's resample-from-sample bootstrap ports to causal inference under partial information
This sourceComprehensive treatment of bootstrap resampling, confidence intervals, and hypothesis tests, including its use to estimate variability and uncertainty from the data alone.
- Efron's resample-from-sample bootstrap ports to causal inference under partial information
- Confidence Intervals
This sourceFoundational text on resampling-based inference, including percentile, bias-corrected, and BCa bootstrap confidence intervals. Tier C — bibliography only. WebSearch-verified (Chapman & Hall, 1993; ISBN 0412042312; archive.org full text).
- Nonparametric Methods
- Resampling methods (bootstrap
This sourceEfron Tibshirani bootstrap confidence intervals resampling methods percentile BCa.
- Resampling methods (bootstrap
Mechanisms¶
- Parametric Bootstrap Coverage Audit
- Its failure mode is inherited misspecification: the audit certifies coverage under the fitted model
This sourceStates that a parametric-bootstrap coverage assessment is conditional on the fitted model.
- Its failure mode is inherited misspecification: the audit certifies coverage under the fitted model
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