The Stochastic EM Algorithm for Censored Mixed Models

DOI10.1007/978-3-642-41095-6_28zbMath1302.65014OpenAlexW2096146387MaRDI QIDQ2926238

Ian C. Marschner

Publication date: 31 October 2014

Published in: Springer Proceedings in Mathematics & Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-41095-6_28

zbMATH Keywords

maximum likelihood estimationnumerical examplesMonte Carlo methodHIV viral loadcensored mixed modelsstationary Markov chain iterative sequencestochastic expectation and maximization (EM) algorithm

Mathematics Subject Classification ID

Computational methods in Markov chains (60J22) Epidemiology (92D30) Monte Carlo methods (65C05) Numerical analysis or methods applied to Markov chains (65C40)

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