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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.doi:10.1214/ss/1063994968 fatcat:bdika3grx5cedm4k5vlpic5lfa