Study Bootstrap Methods and their Application (0521574714)

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Author: A. C. Davison and D. V. Hinkley
ISBN: 9780521574716

Bootstrap methods are computer-intensive methods of statistical analysis, which use simulation to calculate standard errors, confidence intervals, and significance tests. The methods apply for any level of modelling, and so can be used for fully parametric, semiparametric, and completely nonparametric analysis. This book gives a broad and up-to-date coverage of bootstrap methods, with numerous applied examples, developed in a coherent way with the necessary theoretical basis. Applications include stratified data; finite populations; censored and missing data; linear, nonlinear, and smooth regression models; classification; time series and spatial problems. Special features of the book include: extensive discussion of significance tests and confidence intervals; material on various diagnostic methods; and methods for efficient computation, including improved Monte Carlo simulation. Each chapter includes both practical and theoretical exercises. S-Plus programs for implementing the methods described in the text are available from the supporting website.

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	Science/Engineering Bootstrap Techniques for Signal Processing Bootstrap Techniques for Signal ProcessingPublisher: Cambridge University Press \| Pages: 232 \| 2004-06-21 \| ISBN: 052183127X \| PDF \| 2 MBProduct Description:The statistical bootstrap is one of the methods that can be used to calculate estim ...
	Theory and Application of Modern Strength and Power Methods: Modern methods of attaining super-strength Christian Thibaudeau, “Theory and Application of Modern Strength and Power Methods: Modern methods of attaining super-strength” Francois Lepine \| 2007-02-11 \| ISBN: 0978110579 \| 159 pages \| PDF \| 2,2 MB This second book by Coach Thibau ...
	Science/Engineering Bradley Efron, R.J. Tibshirani - An Introduction to the Bootstrap Bradley Efron, R.J. Tibshirani - An Introduction to the BootstrapChapman & Hall/CRC \| 1994 \| ISBN: 0412042312 \| Pages: 456 \| DJVU \| 8.24 MBStatistics is a subject of many uses and surprisingly few effective practitioners. The traditiona ...
	Science/Engineering Permutation, Parametric, and Bootstrap Tests of Hypotheses This book provides a step-by-step manual on the application of permutation tests in biology, business, medicine, science, and engineering. Its intuitive and informal style will ideally suit it as a text for students and researchers whether ...
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