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Volumn 167, Issue 2, 2004, Pages 309-322

Bayesian networks for imputation

Author keywords

EM algorithm; Graphical structure; Hot deck; Item non response; Multivariate analysis

Indexed keywords


EID: 2342606018     PISSN: 09641998     EISSN: None     Source Type: Journal    
DOI: 10.1046/j.1467-985X.2003.00736.x     Document Type: Article
Times cited : (45)

References (23)
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  • 5
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    • Probabilistic expert systems for forensic inference from genetic markers
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  • 8
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    • Troubleshooting under uncertainty
    • Advanced Technology Division, Microsoft Research, Microsoft Corporation, Redmond
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    • (1994) Technical Report msr-tr-94-07
    • Heckerman, D.1    Breese, J.2    Rommelse, K.3
  • 10
    • 0001876297 scopus 로고
    • The treatment of missing survey data
    • Kalton, G. and Kasprzyk, D. (1986) The treatment of missing survey data. Surv. Methodol., 12, 1-16.
    • (1986) Surv. Methodol. , vol.12 , pp. 1-16
    • Kalton, G.1    Kasprzyk, D.2
  • 11
    • 58149210716 scopus 로고
    • The EM algorithm for graphical association models with missing data
    • Lauritzen, S. L. (1995) The EM algorithm for graphical association models with missing data. Comput. Statist. Data Anal., 19, 191-201.
    • (1995) Comput. Statist. Data Anal. , vol.19 , pp. 191-201
    • Lauritzen, S.L.1
  • 12
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    • Local computations with probabilities on graphical structures and their application to expert systems
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    • (1988) J. R. Statist. Soc. B , vol.50 , pp. 157-224
    • Lauritzen, S.L.1    Spiegelhalter, D.J.2
  • 16
    • 0003470901 scopus 로고
    • BOBLO: An expert system based on Bayesian networks to blood group determination of cattle
    • Research Center Foulum, Tjele
    • Rasmussen, L. K. (1995) BOBLO: an expert system based on Bayesian networks to blood group determination of cattle. Research Report 16. Research Center Foulum, Tjele.
    • (1995) Research Report 16
    • Rasmussen, L.K.1
  • 19
    • 1642306366 scopus 로고    scopus 로고
    • On the use of Bayesian networks to analyse survey data
    • Sebastiani, P. and Ramoni, M. (2001) On the use of Bayesian networks to analyse survey data. Res. Off. Statist., 4, 52-64.
    • (2001) Res. Off. Statist. , vol.4 , pp. 52-64
    • Sebastiani, P.1    Ramoni, M.2
  • 21
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    • Bayesian networks representations, generalized imputation, and synthetic micro-data satisfying analytic constraints
    • US Bureau of the Census, Washington DC
    • Thibaudeau, Y. and Winkler, W. E. (2002) Bayesian networks representations, generalized imputation, and synthetic micro-data satisfying analytic constraints. Technical Report RRS2002/9. US Bureau of the Census, Washington DC.
    • (2002) Technical Report RRS2002/9
    • Thibaudeau, Y.1    Winkler, W.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.