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Volumn , Issue , 2006, Pages 225-232

The AI and M procedure for learning from incomplete data

Author keywords

[No Author keywords available]

Indexed keywords

EM ALGORITHMS; HIGH-DIMENSIONAL; INCOMPLETE DATA; LEARNING PARAMETERS; M METHOD; MISSING AT RANDOMS; MISSINGNESS MECHANISM; PARAMETER LEARNING; PARAMETER SPACES; PROFILE LIKELIHOOD;

EID: 54349129021     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (15)

References (15)
  • 2
    • 0010937880 scopus 로고
    • Likelihood and Bayesian inference from selectively reported data
    • A. P. Dawid and J. M. Dickey. Likelihood and Bayesian inference from selectively reported data. Journal of the American Statistical Association, 72(360):845-850, 1977.
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    • Dawid, A.P.1    Dickey, J.M.2
  • 5
    • 26444462102 scopus 로고    scopus 로고
    • Ignorability for categorical data
    • DOI 10.1214/009053605000000363
    • M. Jaeger. Ignorability for categorical data. The Annals of Statistics, 33(4):1964-1981, 2005. (Pubitemid 41423990)
    • (2005) Annals of Statistics , vol.33 , Issue.4 , pp. 1964-1981
    • Jaeger, M.1
  • 9
    • 16344379897 scopus 로고    scopus 로고
    • Partial identification with missing data: Concepts and findings
    • DOI 10.1016/j.ijar.2004.10.006, PII S0888613X04001124, Imprecise Probabilities and Their Applications
    • C.F. Manski. Partial identification with missing data: Concepts and findings. International Journal of Approximate Reasoning, 39:151-165, 2005. (Pubitemid 40467338)
    • (2005) International Journal of Approximate Reasoning , vol.39 , Issue.2-3 , pp. 151-165
    • Manski, C.F.1
  • 10
    • 84950953410 scopus 로고
    • Inference from nonrandomly missing categorical data: An example from a genetic study on turner's syndrome
    • E.V. Nordheim. Inference from nonrandomly missing categorical data: An example from a genetic study on Turner's syndrome. Journal of the American Statistical Association, 79(388):772-780, 1984.
    • (1984) Journal of the American Statistical Association , vol.79 , Issue.388 , pp. 772-780
    • Nordheim, E.V.1
  • 11
    • 0043198674 scopus 로고    scopus 로고
    • Robust learning with missing data
    • DOI 10.1023/A:1010968702992
    • M. Ramoni and P. Sebastiani. Robust learning with missing data. Machine Learning, 45(2):147-170, 2001. (Pubitemid 33635983)
    • (2001) Machine Learning , vol.45 , Issue.2 , pp. 147-170
    • Ramoni, M.1    Sebastiani, P.2
  • 12
    • 0002343164 scopus 로고    scopus 로고
    • Learning Bayesian networks from incomplete databases
    • M. Ramoni and P. Sebastiani. Learning Bayesian networks from incomplete databases. In Proceedings of UAI-97, pages 401-408, 1997.
    • (1997) Proceedings of UAI-97 , pp. 401-408
    • Ramoni, M.1    Sebastiani, P.2
  • 13
    • 0017133178 scopus 로고
    • Inference and missing data
    • D.B. Rubin. Inference and missing data. Biometrika, 63(3):581-592, 1976.
    • (1976) Biometrika , vol.63 , Issue.3 , pp. 581-592
    • Rubin, D.B.1
  • 14
    • 0002210265 scopus 로고
    • On the convergence properties of the EM algorithm
    • C.F.J. Wu. On the convergence properties of the EM algorithm. Annals of Statistics, 11:95-103, 1983.
    • (1983) Annals of Statistics , vol.11 , pp. 95-103
    • Wu, C.F.J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.