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Hypothesis testing and model selection in the social sciences
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| 자료유형 | 단행본 |
|---|---|
| 서명/저자사항 | Hypothesis testing and model selection in the social sciences/ David L. Weakliem. |
| 개인저자 | Weakliem, David L.,author. |
| 형태사항 | 1 online resource. |
| 총서사항 | Methodology in the social sciences |
| 기타형태 저록 | Print version: Weakliem, David L. Hypothesis testing and model selection in the social sciences 9781462525652 |
| ISBN | 9781462525676 1462525679 |
| 서지주기 | Includes bibliographical references and index. |
| 요약 | 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).-- |
| 해제 | Provided by Publisher. |
| 일반주제명 | Social 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. |
| 언어 | 영어 |
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