Large-Scale Inference : Empirical Bayes Methods for Estimation, Testing, and Prediction
Bradley. Efron
Bok Engelsk 2010 · Electronic books.
| Annen tittel | |
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| Utgitt | Cambridge : Cambridge University Press , 2010
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| Omfang | 1 online resource (277 p.)
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| Opplysninger | Description based upon print version of record.. - Cover; Half-title; Title; Copyright; Contents; Prologue; Acknowledgments; 1 Empirical Bayes and the James-Stein Estimator; 2 Large-Scale Hypothesis Testing; 3 Significance Testing Algorithms; 4 False Discovery Rate Control; 5 Local False Discovery Rates; 6 Theoretical, Permutation, and Empirical Null Distributions; 7 Estimation Accuracy; 8 Correlation Questions; 9 Sets of Cases (Enrichment); 10 Combination, Relevance, and Comparability; 11 Prediction and Effect Size Estimation; Appendix A: Exponential Families; Appendix B: Data Sets and Programs; References; Index. - Bradley Efron explains how to perform thousands of simultaneous estimates and tests, as required by new scientific technology.
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| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 9780521192491. - 9781107619678
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