LEADER 02857nam 2200601Ia 450 001 9910831069803321 005 20170815121032.0 010 $a1-118-21159-6 010 $a1-281-09437-4 010 $a9786611094379 010 $a0-470-19257-7 010 $a0-470-19256-9 035 $a(CKB)1000000000377265 035 $a(EBL)319323 035 $a(OCoLC)476116043 035 $a(SSID)ssj0000113900 035 $a(PQKBManifestationID)11117233 035 $a(PQKBTitleCode)TC0000113900 035 $a(PQKBWorkID)10101832 035 $a(PQKB)11235062 035 $a(MiAaPQ)EBC319323 035 $a(PPN)198442602 035 $a(EXLCZ)991000000000377265 100 $a20070716d2008 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aBootstrap methods$b[electronic resource] $ea guide for practitioners and researchers /$fMichael R. Chernick 205 $a2nd ed. 210 $aHoboken, NJ $cWiley-Interscience$dc2008 215 $a1 online resource (399 p.) 225 1 $aWiley series in probability and statistics 300 $aDescription based upon print version of record. 311 $a0-471-75621-0 320 $aIncludes bibliographical references (p. 188-329) and indexes. 327 $aBootstrap 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 Index 330 $aA practical and accessible introduction to the bootstrap method--newly revised and updated Over the past decade, the application of bootstrap methods to new areas of study has expanded, resulting in theoretical and applied advances across various fields. Bootstrap Methods, Second Edition is a highly approachable guide to the multidisciplinary, real-world uses of bootstrapping and is ideal for readers who have a professional interest in its methods, but are without an advanced background in mathematics. Updated to reflect current techniques and the most up-to-date work on the 410 0$aWiley series in probability and statistics. 606 $aBootstrap (Statistics) 606 $aSampling (Statistics) 615 0$aBootstrap (Statistics) 615 0$aSampling (Statistics) 676 $a519.54 700 $aChernick$b Michael R$0140081 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910831069803321 996 $aBootstrap methods$9499952 997 $aUNINA