Parameter estimation in a model for misclassified Markov data -- a Bayesian approach

DOI10.1016/j.csda.2009.04.002zbMath1453.62187OpenAlexW1980480622MaRDI QIDQ961864

Rhonda J. Rosychuk, Shofiqul Islam

Publication date: 1 April 2010

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2009.04.002

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Bayesian inference (62F15) Markov processes: estimation; hidden Markov models (62M05)

Related Items (5)

Bayesian variable selection for Poisson regression with underreported responses ⋮ Modeling of Multivariate Monotone Disease Processes in the Presence of Misclassification ⋮ Fully Nonparametric Regression Modelling of Misclassified Censored Time-to-Event Data ⋮ Multivariate longitudinal data analysis with mixed effects hidden Markov models ⋮ Modeling Parasite Infection Dynamics when there Is Heterogeneity and Imperfect Detectability

Uses Software

• BayesDA

Cites Work

• Calculating posterior distributions and modal estimates in Markov mixture models
• Bayesian estimation of hidden Markov chains: A stochastic implementation
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
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