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An introduction to the bootstrap / Bradley Efron, Robert J. Tibshirani.

By: Contributor(s): Language: İngilizce Series: Monographs on statistics and applied probability ; 57Publisher: New York, NY ; Boca Raton, FL : CRC Press, 1994Description: xvi, 436 p. : ill. ; 23 cmISBN:
  • 0412042312
Subject(s): LOC classification:
  • QA276.8 .E3745 1994
Contents:
1. Introduction. -- 2. The Accuracy of a Sample Mean. -- 3. Random Samples and Probabilities. -- 4. The Empirical Distribution Function and the Plug-in Principle. -- 5. Standard Errors and Estimated Standard Errors. -- 6. The Bookstrap Estimate of Standard Error. -- 7. Bookstrap Standard Errors: Some Examples. -- 8. More Complicated Data Structures. -- 9. Regression Models. -- 10. Estimate of Bias. -- 11. The Jakknife. -- 12. Confidence Intervals Based on Bootstrap "Tables". -- 13. Confidence Intervals Based on Bootstrap Percentiles. -- 14. Better Bootstrap Confidence Intervals. -- 15. Permutation Tests. -- 16. Hypothesis Testing with the Bootstrap. -- 17. Cross-validation and Other Estimates of Prediction Error. -- 18. Adaptive Estimation and Calibration. -- 19. Assessing the Error in Bootstrap Estimates. -- 20. A Geometrical Represantation for the Bootstrap and Jackknife. -- 21. An Overview of Nonparametric and Parametric Inference. -- 22. Further Topics in Bootstrap Confidence Intervals. -- 23. Efficient Bootstrap Computations. -- 24. Approximate Likelihoods. -- 25. Bootstrap Bioequivalance. -- 26. Discussion and Further Topics.
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Item type Current library Home library Collection Call number Vol info Copy number Status Date due Barcode
Book Book Merkez Kütüphane Genel Koleksiyon / Main Collection Merkez Kütüphane Genel Koleksiyon QA276.8 .E3745 1994 (Browse shelf(Opens below)) 1 1 Available 0035757

1. Introduction. -- 2. The Accuracy of a Sample Mean. -- 3. Random Samples and Probabilities. -- 4. The Empirical Distribution Function and the Plug-in Principle. -- 5. Standard Errors and Estimated Standard Errors. -- 6. The Bookstrap Estimate of Standard Error. -- 7. Bookstrap Standard Errors: Some Examples. -- 8. More Complicated Data Structures. -- 9. Regression Models. -- 10. Estimate of Bias. -- 11. The Jakknife. -- 12. Confidence Intervals Based on Bootstrap "Tables". -- 13. Confidence Intervals Based on Bootstrap Percentiles. -- 14. Better Bootstrap Confidence Intervals. -- 15. Permutation Tests. -- 16. Hypothesis Testing with the Bootstrap. -- 17. Cross-validation and Other Estimates of Prediction Error. -- 18. Adaptive Estimation and Calibration. -- 19. Assessing the Error in Bootstrap Estimates. -- 20. A Geometrical Represantation for the Bootstrap and Jackknife. -- 21. An Overview of Nonparametric and Parametric Inference. -- 22. Further Topics in Bootstrap Confidence Intervals. -- 23. Efficient Bootstrap Computations. -- 24. Approximate Likelihoods. -- 25. Bootstrap Bioequivalance. -- 26. Discussion and Further Topics.

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