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Hypothesis testing and model selection in the social sciences /

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자료유형E-Book
개인저자Weakliem, David L., author.
서명/저자사항Hypothesis testing and model selection in the social sciences /David L. Weakliem.
형태사항1 online resource.
총서사항Methodology in the social sciences
소장본 주기eBooks on EBSCOhostAll EBSCO eBooks
ISBN9781462525676
1462525679


서지주기Includes bibliographical references and index.
요약Examining the major approaches to hypothesis testing and model selection, this book blends statistical theory with recommendations for practice, illustrated with real-world social science examples. It systematically compares classical (frequentist) and Bayesian approaches, showing how they are applied, exploring ways to reconcile the differences between them, and evaluating key controversies and criticisms. The book also addresses the role of hypothesis testing in the evaluation of theories, the relationship between hypothesis tests and confidence intervals, and the role of prior knowledge in Bayesian estimation and Bayesian hypothesis testing. Two easily calculated alternatives to standard hypothesis tests are discussed in depth: the Akaike information criterion (AIC) and Bayesian information criterion (BIC).--
일반주제명Social sciences -- Statistical methods.
Statistical hypothesis testing.
Social sciences -- Methodology.
Social sciences -- Methodology.
Social sciences -- Statistical methods.
Statistical hypothesis testing.
SOCIAL SCIENCE -- Essays.
SOCIAL SCIENCE -- Reference.
SOCIAL SCIENCE -- Essays.
SOCIAL SCIENCE -- Reference.
Social sciences -- Methodology.
Social sciences -- Statistical methods.
Statistical hypothesis testing.
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기타형태 저록Print version:Weakliem, David L.Hypothesis testing and model selection in the social sciences9781462525652
대출바로가기http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1197273

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