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001450671 001__ 1450671
001450671 003__ OCoLC
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001450671 019__ $$a1347715688$$a1348488747
001450671 020__ $$a9783662657058$$q(electronic bk.)
001450671 020__ $$a3662657058$$q(electronic bk.)
001450671 020__ $$z9783662657041
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001450671 0247_ $$a10.1007/978-3-662-65705-8$$2doi
001450671 035__ $$aSP(OCoLC)1348880333
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001450671 049__ $$aISEA
001450671 050_4 $$aQA277
001450671 08204 $$a519.5/6$$223/eng/20221026
001450671 1001_ $$aLecoutre, Bruno,$$eauthor.$$1https://isni.org/isni/0000000024756882
001450671 24514 $$aThe significance test controversy revisited :$$bthe fiducial Bayesian alternative /$$cBruno Lecoutre, Jacques Poitevineau.
001450671 250__ $$aSecond edition.
001450671 264_1 $$aBerlin, Germany :$$bSpringer,$$c2022.
001450671 300__ $$a1 online resource :$$billustrations (black and white, and color).
001450671 336__ $$atext$$btxt$$2rdacontent
001450671 337__ $$acomputer$$bc$$2rdamedia
001450671 338__ $$aonline resource$$bcr$$2rdacarrier
001450671 504__ $$aIncludes bibliographical references and index.
001450671 5050_ $$aIntroduction -- Preamble - Frequentist and Bayesian Inference -- The Fisher, Neyman-Pearson and Jeffreys Views of Statistical Tests -- GHOST: An Officially Recommended Practice -- The Significance Test Controversy Revisited -- Reporting Effect Sizes: The New Star System -- Reporting Confidence Intervals: A Paradoxical Situation -- Basic Fiducial Bayesian Procedures for Inference About Means -- Generalizations and Methodological Considerations for ANOVA -- Conclusion -- Index.
001450671 506__ $$aAccess limited to authorized users.
001450671 520__ $$aThis book explains the misuses and abuses of Null Hypothesis Significance Tests, which are reconsidered in light of Jeffreys Bayesian concept of the role of statistical inference, in experimental investigations. Minimizing the technical aspects, the studies focuses mainly on methodological contributions. The first part of the book gives an overview of the major approaches to statistical testing and an enlightening discussion of the philosophies of Fisher, Neyman-Pearson and Jeffrey. The conceptual and methodological implications of current practices of reporting effect sizes and confidence intervals are also examined and challenged. This sheds new light on the "significance testing controversy" and provides an appropriate Bayesian framework for a comprehensive approach to the analysis and interpretation of experimental data. The second part of the book provides concrete Bayesian routine procedures that bypass common misuses of significance testing and are readily applicable in a wide range of real applications. This approach addresses the need for objective reporting of experimental data, that is acceptable to the scientific community. This is emphasized by the name fiducial (from the Latin fiducia = confidence). The fiducial Bayesian procedures provide the reader with a real opportunity to think sensibly about problems of statistical inference. This book prepares students and researchers to critically read statistical analyses reported in the literature and equips them with an appropriate alternative to the use of significance testing.
001450671 588__ $$aDescription based on print version record.
001450671 650_0 $$aStatistical hypothesis testing.
001450671 655_0 $$aElectronic books.
001450671 7001_ $$aPoitevineau, Jacques,$$eauthor.
001450671 77608 $$iPrint version:$$aLecoutre, Bruno.$$tSignificance test controversy revisited.$$bSecond edition.$$dBerlin : Springer, 2022$$z9783662657041$$w(OCoLC)1346317925
001450671 852__ $$bebk
001450671 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-662-65705-8$$zOnline Access$$91397441.1
001450671 909CO $$ooai:library.usi.edu:1450671$$pGLOBAL_SET
001450671 980__ $$aBIB
001450671 980__ $$aEBOOK
001450671 982__ $$aEbook
001450671 983__ $$aOnline
001450671 994__ $$a92$$bISE