Probabilistic projections of HIV prevalence using Bayesian melding

DOI10.1214/07-AOAS111zbMath1129.62098arXiv0709.0421WikidataQ57200036 ScholiaQ57200036MaRDI QIDQ995745

Leontine Alkema, Samuel J. Clark, Adrian E. Raftery

Publication date: 10 September 2007

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

Full work available at URL: https://arxiv.org/abs/0709.0421

zbMATH Keywords

random effects modelpredictive distributionsampling importance resamplinguncertainty assessmentsusceptible infection model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Medical epidemiology (92C60)

Related Items (10)

Bayesian inference for the weights in logarithmic pooling ⋮ Estimating HIV epidemics for subnational areas ⋮ Estimating uncertainty in the revised universal soil loss equation via bayesian~melding ⋮ Estimating and Projecting Trends in HIV/AIDS Generalized Epidemics Using Incremental Mixture Importance Sampling ⋮ Use and communication of probabilistic forecasts ⋮ Incremental Mixture Importance Sampling With Shotgun Optimization ⋮ Modeling of the HIV infection epidemic in the Netherlands: a multi-parameter evidence synthesis approach ⋮ Analyzing stochastic computer models: a review with opportunities ⋮ Integrating geostatistical maps and infectious disease transmission models using adaptive multiple importance sampling ⋮ Bayesian Melding Estimation of a Stochastic SEIR Model

Uses Software

• QUADPACK

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