Toward an integrated Bayesian network approach to measurement error detection and correction

DOI10.1080/03610918.2017.1387664OpenAlexW2761324166MaRDI QIDQ5086170

Daniela Marella, Paola Vicard

Publication date: 1 July 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2017.1387664

zbMATH Keywords

data qualityBayesian networkvalidation sampleBanca d'Italia survey on household income and wealthmisreport probabilitynon-parametric Bayesian belief network

Mathematics Subject Classification ID

Sampling theory, sample surveys (62D05) Statistics (62-XX)

Cites Work

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• Mining and visualising ordinal data with non-parametric continuous BBNs
• Vines -- a new graphical model for dependent random variables.
• Estimation of contingency tables in complex survey sampling using probabilistic expert systems
• Object-Oriented Bayesian Networks for Modeling the Respondent Measurement Error
• Uncertainty Analysis with High Dimensional Dependence Modelling
• Bayesian Networks for Imputation

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