Increasing Computational Efficiency
With today’s high-speed computers, drawing large numbers of subsamples with replacement (the bootstrap) or without (the permutation test) is no longer a problem, unless or until the entire world begins computing resampling tests. To prepare for this eventuality, and because computational efficiency is essential in the search for more powerful tests, a primary focus of research in resampling today is the development of algorithms for rapid computation.
KeywordsContingency Table Computational Efficiency Asymptotic Approximation Importance Sampling Saddlepoint Approximation
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