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019 ▼a 957635263 ▼a 958861473 ▼a 959423901 ▼a 960088432 ▼a 966389867 ▼a 1012226385
020 ▼a 9781462525676 ▼q (electronic bk.)
020 ▼a 1462525679 ▼q (electronic bk.)
020 ▼z 9781462525652
020 ▼z 1462525652
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1001 ▼a Weakliem, David L., ▼e author.
24510 ▼a Hypothesis testing and model selection in the social sciences/ ▼c David L. Weakliem.
264 1 ▼a New York : ▼b Guilford Press, ▼c [2016]
300 ▼a 1 online resource.
336 ▼a text ▼b txt ▼2 rdacontent
337 ▼a computer ▼b c ▼2 rdamedia
338 ▼a online resource ▼b cr ▼2 rdacarrier
4901 ▼a Methodology in the social sciences
504 ▼a Includes bibliographical references and index.
520 ▼a Examining 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).-- ▼c Provided by Publisher.
5880 ▼a Print version record.
590 ▼a eBooks on EBSCOhost ▼b All EBSCO eBooks
650 0 ▼a Social sciences ▼x Statistical methods.
650 0 ▼a Statistical hypothesis testing.
650 0 ▼a Social sciences ▼x Methodology.
650 4 ▼a Social sciences ▼x Methodology.
650 4 ▼a Social sciences ▼x Statistical methods.
650 4 ▼a Statistical hypothesis testing.
650 4 ▼a SOCIAL SCIENCE ▼x Essays.
650 4 ▼a SOCIAL SCIENCE ▼x Reference.
650 7 ▼a SOCIAL SCIENCE ▼x Essays. ▼2 bisacsh
650 7 ▼a SOCIAL SCIENCE ▼x Reference. ▼2 bisacsh
650 7 ▼a Social sciences ▼x Methodology. ▼2 fast ▼0 (OCoLC)fst01122933
650 7 ▼a Social sciences ▼x Statistical methods. ▼2 fast ▼0 (OCoLC)fst01122983
650 7 ▼a Statistical hypothesis testing. ▼2 fast ▼0 (OCoLC)fst01132063
655 4 ▼a Electronic books.
77608 ▼i Print version: ▼a Weakliem, David L. ▼t Hypothesis testing and model selection in the social sciences ▼z 9781462525652 ▼w (DLC) 2015043221 ▼w (OCoLC)921167798
830 0 ▼a Methodology in the social sciences.
85640 ▼u http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1197273
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