Bayesian propagation of record linkage uncertainty into population size estimation of human rights violations

DOI10.1214/18-AOAS1178zbMath1405.62243arXiv1812.09590WikidataQ129482190 ScholiaQ129482190MaRDI QIDQ1624819

Mauricio Sadinle

Publication date: 16 November 2018

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

Full work available at URL: https://arxiv.org/abs/1812.09590

zbMATH Keywords

capture-recaptureentity resolutionduplicate detectioncounting casualtiesdata linkagedecomposable graphical modelmultiple record linkagemultiple-systems estimation

Mathematics Subject Classification ID

Applications of statistics to social sciences (62P25) Bayesian inference (62F15)

Related Items

A prior for record linkage based on allelic partitions ⋮ Improving wildlife population inference using aerial imagery and entity resolution ⋮ Regression-assisted Bayesian record linkage for causal inference in observational studies with covariates spread over two files ⋮ Bayesian causal inference with bipartite record linkage ⋮ Bayesian dual systems population estimation for small domains ⋮ A unified framework for de-duplication and population size estimation (with discussion) ⋮ How many refugees and migrants died trying to reach Europe? Joint population size and total estimation

Uses Software

• CODA
• MIM

Cites Work

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• Entity resolution with empirically motivated priors
• A hierarchical Bayesian approach to record linkage and population size problems
• Hyper Markov laws in the statistical analysis of decomposable graphical models
• Detecting duplicates in a homicide registry using a Bayesian partitioning approach
• Data Quality and Record Linkage Techniques
• A Bayesian analysis of multiple-recapture sampling for a closed population
• Bayesian methods for estimation of the size of a closed population
• Introduction to Graphical Modelling
• Gibbs Sampling Methods for Stick-Breaking Priors
• A Bayesian Procedure for File Linking to Analyze End-of-Life Medical Costs
• Bayesian population size estimation using Dirichlet process mixtures
• Applications of Multiple Systems Estimation in Human Rights Research