Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy

@article{Efron1986BootstrapMF,
  title={Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy},
  author={B. Efron and R. Tibshirani},
  journal={Statistical Science},
  year={1986},
  volume={1},
  pages={54-75}
}
This is a review of bootstrap methods, concentrating on basic ideas and applications rather than theoretical considerations. It begins with an exposition of the bootstrap estimate of standard error for one-sample situations. Several examples, some involving quite complicated statistical procedures, are given. The bootstrap is then extended to other measures of statistical accuracy such as bias and prediction error, and to complicated data structures such as time series, censored data, and… Expand
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