Efficient parameter estimation for models of healthcare-associated pathogen transmission in discrete and continuous time

DOI10.1093/IMAMMB/DQT021zbMath1325.92084OpenAlexW2149260832WikidataQ42244799 ScholiaQ42244799MaRDI QIDQ5245194

Karim Khader, Matthew Samore, Tom Greene, Andrew Redd, Alun Thomas, Molly Leecaster

Publication date: 2 April 2015

Published in: Mathematical Medicine and Biology: A Journal of the IMA (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1093/imammb/dqt021

zbMATH Keywords

Bayesian networks nosocomial infection bacterial colonization infectious disease transmission Markov chain Monte Carlo integration statistical bias susceptible-infected models

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Epidemiology (92D30) Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.) (60J20) Applications of continuous-time Markov processes on discrete state spaces (60J28)

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