When Does Bootstrap Work
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When Does Bootstrap Work
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Author : Enno Mammen
language : en
Publisher:
Release Date : 1992
When Does Bootstrap Work written by Enno Mammen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Bootstrap (Statistics) categories.
When Does Bootstrap Work
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Author : Enno Mammen
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
When Does Bootstrap Work written by Enno Mammen and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Mathematics categories.
An Introduction To The Bootstrap
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Author : Bradley Efron
language : en
Publisher: CRC Press
Release Date : 1994-05-15
An Introduction To The Bootstrap written by Bradley Efron and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-05-15 with Mathematics categories.
An Introduction to the Bootstrap arms scientists and engineers as well as statisticians with the computational techniques they need to analyze and understand complicated data sets. The bootstrap is a computer-based method of statistical inference that answers statistical questions without formulas and gives a direct appreciation of variance, bias, coverage, and other probabilistic phenomena. This book presents an overview of the bootstrap and related methods for assessing statistical accuracy, concentrating on the ideas rather than their mathematical justification. Not just for beginners, the presentation starts off slowly, but builds in both scope and depth to ideas that are quite sophisticated.
The Weighted Bootstrap
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Author : Philippe Barbe
language : en
Publisher: Springer Science & Business Media
Release Date : 1995-02-24
The Weighted Bootstrap written by Philippe Barbe and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995-02-24 with Mathematics categories.
This monograph presents an account of the asymptotic behaviour of the weighted bootstrap - a new and powerful statistical technique. Researchers and advanced graduate students studying bootstrap methods will find this a valuable technical survey which is thorough and rigorous. The main aim of this book is to answer two questions: How well does the generalized bootstrap work? What are the differences between all the different weighted schemes? Readers are assumed to have already some familiarity with the bootstrap, but otherwise the account is as self-contained as possible. Proofs are presented in detail, though some lengthy calculations are deferred to appendices.
Bootstrap Methods
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Author : Michael R. Chernick
language : en
Publisher: John Wiley & Sons
Release Date : 2011-09-23
Bootstrap Methods written by Michael R. Chernick and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-09-23 with Mathematics categories.
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.
The Joy Of Bootstrap
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Author : Alan Forbes
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2015-12-11
The Joy Of Bootstrap written by Alan Forbes and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-11 with Bootstrap (Computer program) categories.
B&W EDITION: How to build awesome browser applications that scale to mobile devices, even if you've never programmed before. Do you want to build browser applications that make people say "wow!" when they see it? Of course you do! I do too. How about apps that look great on a mobile device and size automatically for different screens? Yep, I want that too. :) Experiment with the code on the Companion Web Site The book has tons of Bootstrap example source code which you can tweak and play with. It's all available at http://joyofbootstrap.com/code.php where you can even edit the code without downloading it. (Go ahead, try it now!) The book will walk you through all the hard code and explain how it works. The Bootstrap book for you.... I write books that are easy to read and easily digestible. I group the chapters into easy, logical concepts that work together but still stand on their own. Check out my writing style with a free sample here --> http://joyofbootstrap.com/sample.pdf I write in a fun, conversational style that makes technical topics approachable for beginners. When it makes sense I build on early concepts to take you into progressively more advanced (cool) topics and exercises. My books don't cover every function and nuance-- those books are too much like bricks for my taste-- instead my books are relatively thin with the goal to launch you into a subject as quickly as possible and empower you with the basics right away. We'll also continue to use the successful metaphor of "Sam's Used Cars", a fictional web site that gives you a context in which to learn along. We'll take a plain and boring HTML website and bring it to life with Bootstrap. Designed for everyone, everywhere. Bootstrap is a framework that makes front-end web development faster and easier. A couple of guys at Twitter invented it and later made it open source. Other people have joined in and it is now in it's third major release. Bootstrap 3 is good for people of all skill levels, devices of all shapes, and projects of all sizes.
Bootstrapping Stationary Arma Garch Models
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Author : Kenichi Shimizu
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-11-01
Bootstrapping Stationary Arma Garch Models written by Kenichi Shimizu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-11-01 with Mathematics categories.
Bootstrap technique is a useful tool for assessing uncertainty in statistical estimation and thus it is widely applied for risk management. Bootstrap is without doubt a promising technique, however, it is not applicable to all time series models. A wrong application could lead to a false decision to take too much risk. Kenichi Shimizu investigates the limit of the two standard bootstrap techniques, the residual and the wild bootstrap, when these are applied to the conditionally heteroscedastic models, such as the ARCH and GARCH models. The author shows that the wild bootstrap usually does not work well when one estimates conditional heteroscedasticity of Engle’s ARCH or Bollerslev’s GARCH models while the residual bootstrap works without problems. Simulation studies from the application of the proposed bootstrap methods are demonstrated together with the theoretical investigation.
Introductory Econometrics
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Author : Humberto Barreto
language : en
Publisher: Cambridge University Press
Release Date : 2006
Introductory Econometrics written by Humberto Barreto and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Business & Economics categories.
This highly accessible and innovative text with supporting web site uses Excel (R) to teach the core concepts of econometrics without advanced mathematics. It enables students to use Monte Carlo simulations in order to understand the data generating process and sampling distribution. Intelligent repetition of concrete examples effectively conveys the properties of the ordinary least squares (OLS) estimator and the nature of heteroskedasticity and autocorrelation. Coverage includes omitted variables, binary response models, basic time series, and simultaneous equations. The authors teach students how to construct their own real-world data sets drawn from the internet, which they can analyze with Excel (R) or with other econometric software. The accompanying web site with text support can be found at www.wabash.edu/econometrics.
Bootstrap Methods And Their Application
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Author : A. C. Davison
language : en
Publisher: Cambridge University Press
Release Date : 1997-10-28
Bootstrap Methods And Their Application written by A. C. Davison and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997-10-28 with Computers categories.
Disk contains the library functions and documentation for use with Splus for Windows.
Selected Works Of Willem Van Zwet
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Author : Sara van de Geer
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-12-21
Selected Works Of Willem Van Zwet written by Sara van de Geer and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-21 with Mathematics categories.
With this collections volume, some of the important works of Willem van Zwet are moved to the front layers of modern statistics. The selection was based on discussions with Willem, and aims at a representative sample. The result is a collection of papers that the new generations of statisticians should not be denied. They are here to stay, to enjoy and to form the basis for further research. The papers are grouped into six themes: fundamental statistics, asymptotic theory, second-order approximations, resampling, applications, and probability. This volume serves as basic reference for fundamental statistical theory, and at the same time reveals some of its history. The papers are grouped into six themes: fundamental statistics, asymptotic theory, second-order approximations, resampling, applications, and probability. This volume serves as basic reference for fundamental statistical theory, and at the same time reveals some of its history.