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Resampling Methods

Resampling Methods. What is resamplingExamplesHistorical perspective. What is resampling. PermutationBootstrapMonte Carlo simulation. Permutation. Survival times?Treated mice 94, 38, 23, 197, 99, 16, 141Mean: 86.8?Untreated mice 52, 10, 40, 104, 51, 27, 146, 30, 46Mean: 56.2(Efron

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Resampling Methods

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    1. Resampling Methods Peter Bruce Resampling Stats, Cytel Software, Statistics.com pbruce@resample.com

    2. Resampling Methods What is resampling Examples Historical perspective

    3. What is resampling Permutation Bootstrap Monte Carlo simulation

    4. Permutation Survival times   Treated mice 94, 38, 23, 197, 99, 16, 141 Mean: 86.8   Untreated mice 52, 10, 40, 104, 51, 27, 146, 30, 46 Mean: 56.2 (Efron & Tibshirani)

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