1# Library to Find Best eBook for Read
Author : A. C. Davison
Release : 1997-10-28
Genre : Computers
Kind : eBook
Book Rating : 716/5 ( reviews)
Book Synopsis Bootstrap Methods and Their Application by : A. C. Davison
Download or read book Bootstrap Methods and Their Application written by A. C. Davison. This book was released on 1997-10-28. Available in PDF, EPUB and Kindle. Book excerpt: Disk contains the library functions and documentation for use with Splus for Windows.
Author : Anthony Christopher Davison
Release : 2014-05-22
Genre : MATHEMATICS
Kind : eBook
Book Rating : 827/5 ( reviews)
Book Synopsis Bootstrap Methods and Their Application by : Anthony Christopher Davison
Download or read book Bootstrap Methods and Their Application written by Anthony Christopher Davison. This book was released on 2014-05-22. Available in PDF, EPUB and Kindle. Book excerpt: This book on statistical methods was first published in 1997 and has code on a supporting website.
Author : Gerhard Dikta
Release : 2021-08-10
Genre : Mathematics
Kind : eBook
Book Rating : 803/5 ( reviews)
Book Synopsis Bootstrap Methods by : Gerhard Dikta
Download or read book Bootstrap Methods written by Gerhard Dikta. This book was released on 2021-08-10. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a compact introduction to the bootstrap method. In addition to classical results on point estimation and test theory, multivariate linear regression models and generalized linear models are covered in detail. Special attention is given to the use of bootstrap procedures to perform goodness-of-fit tests to validate model or distributional assumptions. In some cases, new methods are presented here for the first time. The text is motivated by practical examples and the implementations of the corresponding algorithms are always given directly in R in a comprehensible form. Overall, R is given great importance throughout. Each chapter includes a section of exercises and, for the more mathematically inclined readers, concludes with rigorous proofs. The intended audience is graduate students who already have a prior knowledge of probability theory and mathematical statistics.
Author : Anthony Christopher Davison
Release : 1997
Genre : Bootstrap (Statistics)
Kind : eBook
Book Rating : 510/5 ( reviews)
Book Synopsis Bootstrap Methods and Their Application by : Anthony Christopher Davison
Download or read book Bootstrap Methods and Their Application written by Anthony Christopher Davison. This book was released on 1997. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Michael R. Chernick
Release : 2011-09-23
Genre : Mathematics
Kind : eBook
Book Rating : 596/5 ( reviews)
Book Synopsis Bootstrap Methods by : Michael R. Chernick
Download or read book Bootstrap Methods written by Michael R. Chernick. This book was released on 2011-09-23. Available in PDF, EPUB and Kindle. Book excerpt: A practical and accessible introduction to the bootstrap method——newly revised and updated Over the past decade, the application of bootstrap methods to new areas of study has expanded, resulting in theoretical and applied advances across various fields. Bootstrap Methods, Second Edition is a highly approachable guide to the multidisciplinary, real-world uses of bootstrapping and is ideal for readers who have a professional interest in its methods, but are without an advanced background in mathematics. Updated to reflect current techniques and the most up-to-date work on the topic, the Second Edition features: The addition of a second, extended bibliography devoted solely to publications from 1999–2007, which is a valuable collection of references on the latest research in the field A discussion of the new areas of applicability for bootstrap methods, including use in the pharmaceutical industry for estimating individual and population bioequivalence in clinical trials A revised chapter on when and why bootstrap fails and remedies for overcoming these drawbacks Added coverage on regression, censored data applications, P-value adjustment, ratio estimators, and missing data New examples and illustrations as well as extensive historical notes at the end of each chapter With a strong focus on application, detailed explanations of methodology, and complete coverage of modern developments in the field, Bootstrap Methods, Second Edition is an indispensable reference for applied statisticians, engineers, scientists, clinicians, and other practitioners who regularly use statistical methods in research. It is also suitable as a supplementary text for courses in statistics and resampling methods at the upper-undergraduate and graduate levels.
