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Hypothesis testing and model selection in the social sciences
- 자료유형
- 전자책
- n944248961
- ISBN
- 9781462525676 (electronic bk.)
- ISBN
- 1462525679 (electronic bk.)
- ISBN
- 9781462525652
- ISBN
- 1462525652
- 미국회청구기호
- HA29-.W395 2016eb
- DDC
- 300.72/7-23
- 소장사항
-
MAIN
- 서명/저자
- Hypothesis testing and model selection in the social sciences / David L. Weakliem
- 형태사항
- 1 online resource.
- 총서명
- Methodology in the social sciences
- 서지주기
- Includes bibliographical references and index.
- 초록/해제
- 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 Methodology
- 일반주제명
- Social sciences Methodology
- 일반주제명
- SOCIAL SCIENCE Essays
- 일반주제명
- SOCIAL SCIENCE Reference
- 일반주제명
- SOCIAL SCIENCE Essays.
- 일반주제명
- SOCIAL SCIENCE Reference.
- 일반주제명
- Social sciences Methodology.
- 기타형태저록
- Print versionWeakliem, David L. Hypothesis testing and model selection in the social sciences 9781462525652 (DLC) 2015043221 (OCoLC)921167798
- 통일총서명
- Methodology in the social sciences.
- 전자적 위치 및 접속
- 링크정보보기
- Control Number
- yscl:140888
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