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Bayesian cognitive modeling : a practical course

Bayesian cognitive modeling : a practical course (4회 대출)

자료유형
단행본
개인저자
Lee, Michael D. (Michael David), 1971-. Wagenmakers, Eric-Jan.
서명 / 저자사항
Bayesian cognitive modeling : a practical course / Michael D. Lee, Eric-Jan Wagenmakers.
발행사항
Cambridge ;   New York :   Cambridge University Press,   2013.  
형태사항
xiii, 264 p. : ill. ; 25 cm.
ISBN
9781107018457 (hbk.) 1107018455 (hbk.) 9781107603578 (pbk.) 1107603579 (pbk.)
서지주기
Includes bibliographical references (p. 252-262) and index.
일반주제명
Cognitive science --Mathematical models. Bayesian statistical decision theory.
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245 1 0 ▼a Bayesian cognitive modeling : ▼b a practical course / ▼c Michael D. Lee, Eric-Jan Wagenmakers.
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300 ▼a xiii, 264 p. : ▼b ill. ; ▼c 25 cm.
504 ▼a Includes bibliographical references (p. 252-262) and index.
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소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고6층/ 청구기호 153.0151 L479b 등록번호 111752309 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

Part I. Getting Started: 1. The basics of Bayesian analysis; 2. Getting started with WinBUGS; Part II. Parameter Estimation: 3. Inferences with binomials; 4. Inferences with Gaussians; 5. Some examples of data analysis; 6. Latent mixture models; Part III. Model Selection: 7. Bayesian model comparison; 8. Comparing Gaussian means; 9. Comparing binomial rates; Part IV. Case Studies: 10. Memory retention; 11. Signal detection theory; 12. Psychophysical functions; 13. Extrasensory perception; 14. Multinomial processing trees; 15. The SIMPLE model of memory; 16. The BART model of risk taking; 17. The GCM model of categorization; 18. Heuristic decision-making; 19. Number concept development.


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