LEADER 03946nam 22006735 450 001 9910299969503321 005 20250325104032.0 010 $a9783662440469 010 $a3662440466 024 7 $a10.1007/978-3-662-44046-9 035 $a(CKB)3710000000218701 035 $a(EBL)1802902 035 $a(SSID)ssj0001338854 035 $a(PQKBManifestationID)11748747 035 $a(PQKBTitleCode)TC0001338854 035 $a(PQKBWorkID)11356222 035 $a(PQKB)11211169 035 $a(MiAaPQ)EBC1802902 035 $a(DE-He213)978-3-662-44046-9 035 $a(PPN)180623990 035 $a(EXLCZ)993710000000218701 100 $a20140807d2014 u| 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 14$aThe Significance Test Controversy Revisited $eThe Fiducial Bayesian Alternative /$fby Bruno Lecoutre, Jacques Poitevineau 205 $a1st ed. 2014. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2014. 215 $a1 online resource (140 p.) 225 1 $aSpringerBriefs in Statistics,$x2191-5458 300 $aDescription based upon print version of record. 311 08$a9781322173122 311 08$a1322173125 311 08$a9783662440452 311 08$a3662440458 320 $aIncludes bibliographical references at the end of each chapters and index. 327 $aIntroduction -- Preamble - Frequentist and Bayesian Inference -- The Fisher, Neyman-Pearson and Jeffreys Views of Statistical Tests -- GHOST: An Officially Recommended Practice -- The Significance Test Controversy Revisited -- Reporting Effect Sizes: The New Star System -- Reporting Confidence Intervals: A Paradoxical Situation -- Basic Fiducial Bayesian Procedures for Inference About Means -- Generalizations and Methodological Considerations for ANOVA -- Conclusion -- Index. 330 $aThe purpose of this book is not only to revisit the ?significance test controversy,?but also to provide a conceptually sounder alternative. As such, it presents a Bayesian framework for a new approach to analyzing and interpreting experimental data. It also prepares students and researchers for reporting on experimental results. Normative aspects: The main views of statistical tests are revisited and the philosophies of Fisher, Neyman-Pearson and Jeffrey are discussed in detail. Descriptive aspects: The misuses of Null Hypothesis Significance Tests are reconsidered in light of Jeffreys? Bayesian conceptions concerning the role of statistical inference in experimental investigations. Prescriptive aspects: The current effect size and confidence interval reporting practices are presented and seriously questioned. Methodological aspects are carefully discussed and fiducial Bayesian methods are proposed as a more suitable alternative for reporting on experimental results. In closing, basic routine procedures regarding the means and their generalization to the most common ANOVA applications are presented and illustrated. All the calculations discussed can be easily carried out using the freeware LePAC package. 410 0$aSpringerBriefs in Statistics,$x2191-5458 606 $aStatistics 606 $aMathematical statistics$xData processing 606 $aStatistical Theory and Methods 606 $aStatistics and Computing 615 0$aStatistics. 615 0$aMathematical statistics$xData processing. 615 14$aStatistical Theory and Methods. 615 24$aStatistics and Computing. 676 $a519.56 700 $aLecoutre$b Bruno$4aut$4http://id.loc.gov/vocabulary/relators/aut$0721201 702 $aPoitevineau$b Jacques$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299969503321 996 $aThe Significance Test Controversy Revisited$92495550 997 $aUNINA