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Doing bayesian data analysis : a tutorial with R and BUGS

Doing bayesian data analysis : a tutorial with R and BUGS (27회 대출)

자료유형
단행본
개인저자
Kruschke, John K.
서명 / 저자사항
Doing bayesian data analysis : a tutorial with R and BUGS / John K. Kruschke.
발행사항
Burlington, MA :   Academic Press,   c2011.  
형태사항
xvii, 653 p. : ill. ; 25 cm.
ISBN
9780123814852 (hardcover : alk. paper) 0123814855 (hardcover : alk. paper)
서지주기
Includes bibliographical references and index.
일반주제명
Bayesian statistical decision theory. R (Computer program language)
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010 ▼a 2010030206
020 ▼a 9780123814852 (hardcover : alk. paper)
020 ▼a 0123814855 (hardcover : alk. paper)
035 ▼a (KERIS)REF000016289430
040 ▼a DLC ▼c DLC ▼d YDX ▼d YDXCP ▼d CDX ▼d DLC ▼d 211009
050 0 0 ▼a QA279.5 ▼b .K79 2011
082 0 0 ▼a 519.5/42 ▼2 22
084 ▼a 519.542 ▼2 DDCK
090 ▼a 519.542 ▼b K94d
100 1 ▼a Kruschke, John K.
245 1 0 ▼a Doing bayesian data analysis : ▼b a tutorial with R and BUGS / ▼c John K. Kruschke.
260 ▼a Burlington, MA : ▼b Academic Press, ▼c c2011.
300 ▼a xvii, 653 p. : ▼b ill. ; ▼c 25 cm.
504 ▼a Includes bibliographical references and index.
650 0 ▼a Bayesian statistical decision theory.
650 0 ▼a R (Computer program language)
945 ▼a KLPA

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
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No. 2 소장처 세종학술정보원/과학기술실(5층)/ 청구기호 519.542 K94d 등록번호 151301996 도서상태 대출가능 반납예정일 예약 서비스 B M
No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 중앙도서관/서고7층/ 청구기호 519.542 K94d 등록번호 111624958 도서상태 대출가능 반납예정일 예약 서비스 B M
No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 세종학술정보원/과학기술실(5층)/ 청구기호 519.542 K94d 등록번호 151301996 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

This Book's Organization: Read me First!; The Basics: Parameters, Probability, Bayes' Rule and R; What is this stuff called probability?; Bayes' Rule; Part II All the Fundamental Concepts and Techniques in a Simple Scenario; Inferring a Binomial Proportion via Exact mathematical Analysis; Inferring a Binomial Proportion via Grid Approximation; Inferring a Binomial Proportion via Monte Carlo Methods; Inferences Regarding Two Binomial Proportions; Bernoulli Likelihood with Hierarchical Prior; Hierarchical modeling and model comparison; Null Hypothesis Significance Testing; Bayesian Approaches to Testing a Point ("Null") Hypothesis; Goals, Power, and Sample Size; Part III The Generalized Linear Model; Overview of the Generalized Linear Model; Metric Predicted Variable on a Single Group; Metric Predicted Variable with One Metric Predictor; Metric Predicted Variable with Multiple Metric Predictors; Metric Predicted Variable with One Nominal Predictor; Metric Predicted Variable with Multiple Nominal Predictors; Dichotomous Predicted Variable; Original Predicted Variable, Contingency Table Analysis; Part IV Tools in the Trunk; Reparameterization, a.k.a. Change of Variables; References; Index


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