02857nam 2200601Ia 450 991083106980332120170815121032.01-118-21159-61-281-09437-497866110943790-470-19257-70-470-19256-9(CKB)1000000000377265(EBL)319323(OCoLC)476116043(SSID)ssj0000113900(PQKBManifestationID)11117233(PQKBTitleCode)TC0000113900(PQKBWorkID)10101832(PQKB)11235062(MiAaPQ)EBC319323(PPN)198442602(EXLCZ)99100000000037726520070716d2008 uy 0engur|n|---|||||txtccrBootstrap methods[electronic resource] a guide for practitioners and researchers /Michael R. Chernick2nd ed.Hoboken, NJ Wiley-Intersciencec20081 online resource (399 p.)Wiley series in probability and statisticsDescription based upon print version of record.0-471-75621-0 Includes bibliographical references (p. 188-329) and indexes.Bootstrap Methods; Contents; Preface to Second Edition; Preface to First Edition; Acknowledgments; 1. What Is Bootstrapping?; 2. Estimation; 3. Confidence Sets and Hypothesis Testing; 4. Regression Analysis; 5. Forecasting and Time Series Analysis; 6. Which Resampling Method Should You Use?; 7. Efficient and Effective Simulation; 8. Special Topics; 9. When Bootstrapping Fails Along with Remedies for Failures; Bibliography 1 (Prior to 1999); Bibliography 2 (1999-2007); Author Index; Subject IndexA 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 Wiley series in probability and statistics.Bootstrap (Statistics)Sampling (Statistics)Bootstrap (Statistics)Sampling (Statistics)519.54Chernick Michael R140081MiAaPQMiAaPQMiAaPQBOOK9910831069803321Bootstrap methods499952UNINA