Second Thoughts on the Bootstrap
Open Access
- 1 May 2003
- journal article
- Published by Institute of Mathematical Statistics in Statistical Science
- Vol. 18 (2) , 135-140
- https://doi.org/10.1214/ss/1063994968
Abstract
This brief review article is appearing in the issue of Statistical Science that marks the 25th anniversary of the bootstrap. It concerns some of the theoretical and methodological aspects of the bootstrap and how they might influence future work in statistics.Keywords
This publication has 18 references indexed in Scilit:
- Improvements on Cross-Validation: The 632+ Bootstrap MethodJournal of the American Statistical Association, 1997
- Empirical Bayes Methods for Combining LikelihoodsJournal of the American Statistical Association, 1996
- The Roles of Conditioning in InferenceStatistical Science, 1995
- Nonparametric Neyman-Scott Problems: Telescoping Product MethodsBiometrika, 1993
- Bayes and Likelihood Calculations from Confidence IntervalsBiometrika, 1993
- More Accurate Confidence Intervals in Exponential FamiliesBiometrika, 1992
- Estimating the Error Rate of a Prediction Rule: Improvement on Cross-ValidationJournal of the American Statistical Association, 1983
- On the Asymptotic Accuracy of Efron's BootstrapThe Annals of Statistics, 1981
- The Bayesian BootstrapThe Annals of Statistics, 1981
- Bootstrap Methods: Another Look at the JackknifeThe Annals of Statistics, 1979