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An Introduction to the bootstrap
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Catalogue Information
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Details
Dewey Class
519.544 (DDC 22)
Title
An Introduction to the bootstrap / Bradley Efron and Robert J. Tibshirani (M)
Author
Efron, Bradley
Added Personal Name
Tibshirani, Robert , 1956-
Publication
Boca Raton : Chapman & Hall/CRCPress , 1994
Physical Details
XVI, 436 pages : illustrations ; 24 cm.
Series
Monographs on statistics and applied probability
; 57
ISBN
9780412042317
Summary Note
Introduction The Accuracy of a Sample Mean Random Samples and Probabilities The Empirical Distribution Function and the Plug-In Principle Standard Errors and Estimated Standard Errors The Bootstrap Estimate of Standard Error Bootstrap Standard Errors: Some Examples More Complicated Data Structures Regression Models Estimates of Bias The Jackknife Confidence Intervals Based on Bootstrap "Tables" Confidence Intervals Based on Bootstrap Percentiles Better Bootstrap Confidence Intervals Permutation Tests Hypothesis Testing with the Bootstrap Cross-Validation and Other Estimates of Prediction Error Adaptive Estimation and Calibration Assessing the Error in Bootstrap Estimates A Geometrical Representation for the Bootstrap and Jackknife An Overview of Nonparametric and Parametric Inference Further Topics in Bootstrap Confidence Intervals Efficient Bootstrap Computations Approximate Likelihoods Bootstrap Bioequivalence Discussion and Further Topics Appendix: Software for Bootstrap Computations References:
Links to Related Works
Subject References:
Bootstrap (Statistics)
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Statistics
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Authors:
Efron, Bradley
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Tibshirani, Robert 1956-
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Tibshirani, Robert, 1956-
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Series:
Monographs on statistics and applied probability
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Classification:
519.544 (DDC 22)
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