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Volumn M4D, Issue , 2008, Pages 3-19

Introduction to Bayesian methods and decision theory

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; MACHINE LEARNING; NUMERICAL METHODS; PHILOSOPHICAL ASPECTS;

EID: 60349108574     PISSN: 16137736     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-540-75171-7_1     Document Type: Conference Paper
Times cited : (2)

References (21)
  • 3
    • 0002282678 scopus 로고
    • Probability, frequency and reasonable expectation
    • R. T. Cox. Probability, frequency and reasonable expectation. Am. J. Phys., 14:1-13, 1946.
    • (1946) Am. J. Phys , vol.14 , pp. 1-13
    • Cox, R.T.1
  • 6
    • 20444457583 scopus 로고    scopus 로고
    • Statistical methods for eliciting probability distributions
    • P. H. Garthwaite, J. B. Kadane, and A. O'Hagan. Statistical methods for eliciting probability distributions. J. Am. Stat. Assoc, 100:680-701, 2005.
    • (2005) J. Am. Stat. Assoc , vol.100 , pp. 680-701
    • Garthwaite, P.H.1    Kadane, J.B.2    O'Hagan, A.3
  • 8
    • 0038312668 scopus 로고
    • Adaptive rejection metropolis sampling within Gibb's sampling
    • W. R. Gilks, N. G. Best, and K. K. C. Tan. Adaptive rejection metropolis sampling within Gibb's sampling. Appl. Stat., 44:455-472, 1995.
    • (1995) Appl. Stat , vol.44 , pp. 455-472
    • Gilks, W.R.1    Best, N.G.2    Tan, K.K.C.3
  • 12
    • 60349100351 scopus 로고    scopus 로고
    • Bayesian statistics: An introduction
    • London, third edition
    • P. M. Lee. Bayesian statistics: an introduction. Hodder Arnold H&S, London, third edition, 2004.
    • (2004) Hodder Arnold H&S
    • Lee, P.M.1
  • 15
    • 0001204841 scopus 로고    scopus 로고
    • Mcmc convergence diagnostics: A "reviewww
    • J. Berger, J. Bernardo, A. P. Dawid, and A.F.M. Smith, editors, Oxford Science Publications
    • K. L. Mengersen, C. P. Robert, and C. Guihenneuc-Jouyaux. Mcmc convergence diagnostics: a "reviewww". In J. Berger, J. Bernardo, A. P. Dawid, and A.F.M. Smith, editors, Bayesian Statistics 6, pp. 415-440. Oxford Science Publications, 1999.
    • (1999) Bayesian Statistics 6 , pp. 415-440
    • Mengersen, K.L.1    Robert, C.P.2    Guihenneuc-Jouyaux, C.3
  • 16
    • 0039685357 scopus 로고
    • Constructing decision trees in noisy domains
    • Bled, Yugoslavia
    • T. Niblett. Constructing decision trees in noisy domains. In 2nd European Working Session on Learning, pp. 67-78, Bled, Yugoslavia, 1987.
    • (1987) 2nd European Working Session on Learning , pp. 67-78
    • Niblett, T.1
  • 17
    • 0004020933 scopus 로고    scopus 로고
    • Academic Press, San Diego, third edition
    • S. M. Ross. Simulation. Academic Press, San Diego, third edition, 2001.
    • (2001) Simulation
    • Ross, S.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.