A hierarchical Bayesian approach to record linkage and population size problems

DOI10.1214/10-AOAS447zbMath1223.62015arXiv1011.2649MaRDI QIDQ641103

Brunero Liseo, Andrea Tancredi

Publication date: 21 October 2011

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1011.2649

zbMATH Keywords

Gibbs samplingconditional independenceMetropolis-Hastingscapture-recapture methods

Mathematics Subject Classification ID

Related Items (30)

Random Partition Models for Microclustering Tasks ⋮ Entity resolution with empirically motivated priors ⋮ Bayesian propagation of record linkage uncertainty into population size estimation of human rights violations ⋮ Unique entity estimation with application to the Syrian conflict ⋮ Regression analysis with linked data: problems and possible solutions ⋮ A prior for record linkage based on allelic partitions ⋮ d-blink: Distributed End-to-End Bayesian Entity Resolution ⋮ Multifile Partitioning for Record Linkage and Duplicate Detection ⋮ Improving wildlife population inference using aerial imagery and entity resolution ⋮ On the consistent estimation of linkage errors without training data ⋮ A Generalized Fellegi–Sunter Framework for Multiple Record Linkage With Application to Homicide Record Systems ⋮ Bayesian Inference for a Finite Population Total Using Linked Data ⋮ Re‐identification in the Absence of Common Variables for Matching ⋮ Regression-assisted Bayesian record linkage for causal inference in observational studies with covariates spread over two files ⋮ Bayesian analysis of one‐inflated models for elusive population size estimation ⋮ Statistical Analysis with Linked Data ⋮ Extending the Fellegi-Sunter record linkage model for mixed-type data with application to the French national health data system ⋮ Bayesian causal inference with bipartite record linkage ⋮ Bayesian dual systems population estimation for small domains ⋮ A hierarchical Bayesian approach to record linkage and population size problems ⋮ Informed Proposals for Local MCMC in Discrete Spaces ⋮ A unified framework for de-duplication and population size estimation (with discussion) ⋮ A multiple imputation procedure for record linkage and causal inference to estimate the effects of home-delivered meals ⋮ New methods for small area estimation with linkage uncertainty ⋮ A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs ⋮ Detecting duplicates in a homicide registry using a Bayesian partitioning approach ⋮ Probit models for capture-recapture data subject to imperfect detection, individual heterogeneity and misidentification ⋮ Incorporating conditional dependence in latent class models for probabilistic record linkage: does it matter? ⋮ Regression Modeling and File Matching Using Possibly Erroneous Matching Variables ⋮ Applications of Multiple Systems Estimation in Human Rights Research

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Bayesian models and methods in public policy and government settings
• A hierarchical Bayesian approach to record linkage and population size problems
• Integrated methodology for multiple systems estimation and record linkage using a missing data formulation
• Estimation of the correlation coefficient from a broken random sample
• Describing disability through individual-level mixture models for multivariate binary data
• Incorporating Genotype Uncertainty into Mark-Recapture-Type Models For Estimating Abundance Using DNA Samples
• A Cautionary Note on the Robustness of Latent Class Models for Estimating Diagnostic Error without a Gold Standard
• Data Quality and Record Linkage Techniques
• Uncovering a Latent Multinomial: Analysis of Mark-Recapture Data with Misidentification
• Insights into latent class analysis of diagnostic test performance
• Some Coverage Error Models for Census Data
• Bayesian identifiability and misclassification in multinomial data
• A Method for Calibrating False-Match Rates in Record Linkage
• Bayesian alignment using hierarchical models, with applications in protein bioinformatics
• The Compound Multinomial Distribution and Bayesian Analysis of Categorical Data from Finite Populations
• Regression Analysis With Linked Data
• A Bayesian Mixture Model for Differential Gene Expression

This page was built for publication: A hierarchical Bayesian approach to record linkage and population size problems