Size estimation of key populations in the HIV epidemic in eSwatini using incomplete and misaligned capture-recapture data

DOI10.1214/20-AOAS1327zbMath1470.62156MaRDI QIDQ2044248

Stefan Baral, Andrew Pita, Abhirup Datta, Amrita Rao, Bhekie Sithole, Zandile Mnisi

Publication date: 4 August 2021

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

Full work available at URL: https://projecteuclid.org/euclid.aoas/1600454863

zbMATH Keywords

HIVepidemiologymultiplier methodBayesiancapture-recapturemisalignment

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Point estimation (62F10) Medical epidemiology (92C60)

Uses Software

• BiasedUrn
• BayesDA

Cites Work

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• Capture-Recapture Estimation Using Finite Mixtures of Arbitrary Dimension
• A Bayesian analysis of multiple-recapture sampling for a closed population
• Nonparametric MLE under Two Closed Capture-Recapture Models with Heterogeneity
• Population Size Estimation Using Individual Level Mixture Models
• Nonparametric Bayes Modeling of Multivariate Categorical Data
• Bayesian population size estimation using Dirichlet process mixtures
• Sequential Monte Carlo Methods for Statistical Analysis of Tables
• On a Method of Estimating Birth and Death Rates and the Extent of Registration

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