Research Paper: Ignoring Dependency between Linking Variables and Its Impact on the Outcome of Probabilistic Record Linkage Studies.
Miranda TrompNora MérayAnita C. J. RavelliJohannes B. ReitsmaGouke J. BonselPublished in: J. Am. Medical Informatics Assoc. (2008)
Keyphrases
- record linkage
- duplicate detection
- data cleaning
- significant predictors
- privacy preserving
- multiple databases
- entity resolution
- linked data
- variable elimination
- dependency structure
- approximate matching
- probabilistic model
- conditional probabilities
- bayesian networks
- continuous valued
- random variables
- census data
- databases
- dependency relations
- database
- e learning
- posterior probability
- generative model