Bayesian Networks for Imputation
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Publication:5387438
DOI10.1046/j.1467-985X.2003.00736.xzbMath1408.62043MaRDI QIDQ5387438
Orietta Luzi, Alessandra Ponti, Lucia Coppola, Marco Di Zio, Mauro Scanu
Publication date: 9 May 2008
Published in: Journal of the Royal Statistical Society Series A: Statistics in Society (Search for Journal in Brave)
Applications of statistics to social sciences (62P25) Bayesian inference (62F15) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)
Related Items (9)
Bayesian network data imputation with application to survival tree analysis ⋮ Performance evaluation of imputation based on Bayesian networks ⋮ Toward an integrated Bayesian network approach to measurement error detection and correction ⋮ A new multivariate imputation method based on Bayesian networks ⋮ Inferring gene regulatory networks by an order independent algorithm using incomplete data sets ⋮ Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets ⋮ On the influence of imputation in classification: practical issues ⋮ Bayesian network structural learning from complex survey data: a resampling based approach ⋮ Object-Oriented Bayesian Networks for Modeling the Respondent Measurement Error
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