Estimation of Markov Chain Transition Probabilities and Rates from Fully and Partially Observed Data: Uncertainty Propagation, Evidence Synthesis, and Model Calibration
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DOI: 10.1177/0272989X05282637
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- Villacorta, Pablo J. & Verdegay, José L., 2016. "FuzzyStatProb: An R Package for the Estimation of Fuzzy Stationary Probabilities from a Sequence of Observations of an Unknown Markov Chain," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 71(i08).
- C. Armero & G. García‐Donato & A. López‐Quílez, 2010. "Bayesian methods in cost–effectiveness studies: objectivity, computation and other relevant aspects," Health Economics, John Wiley & Sons, Ltd., vol. 19(6), pages 629-643, June.
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- Lartey, Stella T. & Si, Lei & Otahal, Petr & de Graaff, Barbara & Boateng, Godfred O. & Biritwum, Richard Berko & Minicuci, Nadia & Kowal, Paul & Magnussen, Costan G. & Palmer, Andrew J., 2020. "Annual transition probabilities of overweight and obesity in older adults: Evidence from World Health Organization Study on global AGEing and adult health," Social Science & Medicine, Elsevier, vol. 247(C).
- Steven M. Shechter & Matthew D. Bailey & Andrew J. Schaefer & Mark S. Roberts, 2008. "The Optimal Time to Initiate HIV Therapy Under Ordered Health States," Operations Research, INFORMS, vol. 56(1), pages 20-33, February.
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- Anna Divoli & Eneida A Mendonça & James A Evans & Andrey Rzhetsky, 2011. "Conflicting Biomedical Assumptions for Mathematical Modeling: The Case of Cancer Metastasis," PLOS Computational Biology, Public Library of Science, vol. 7(10), pages 1-15, October.
- Sixten Borg & Ulf Persson & Tine Jess & Ole Østergaard Thomsen & Tryggve Ljung & Lene Riis & Pia Munkholm, 2010. "A Maximum Likelihood Estimator of a Markov Model for Disease Activity in Crohn’s Disease and Ulcerative Colitis for Annually Aggregated Partial Observations," Medical Decision Making, , vol. 30(1), pages 132-142, January.
- Edmund Jones & David Epstein & Leticia GarcÃa-Mochón, 2017. "A Procedure for Deriving Formulas to Convert Transition Rates to Probabilities for Multistate Markov Models," Medical Decision Making, , vol. 37(7), pages 779-789, October.
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Keywords
rate; risk; probability; transitions; Markov models; uncertainty propagation; Bayesian MCMC; evidence synthesis; calibration;All these keywords.
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