Inference from censored Markov chains with applications to multiwave panel data

DOI10.1016/0304-4149(88)90029-4zbMath0664.62084OpenAlexW2047895198MaRDI QIDQ1115073

Michael J. Phelan

Publication date: 1988

Published in: Stochastic Processes and their Applications (Search for Journal in Brave)

Full work available at URL: https://hdl.handle.net/1813/8592

zbMATH Keywords

proportional hazardspanel datacounting processcensored discrete- time Markov chainsconditional multinomial sampling model for successive transitionsintrinsic-timemultiwave panel datanonparametric estimation of transition probabilitiestime-homogeneity hypothesesWHO malaria survey

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Markov processes: estimation; hidden Markov models (62M05) Markov processes: hypothesis testing (62M02)

Related Items (4)

Bootstrap and Bayesian bootstrap clones for censored Markov chains ⋮ Bayesian Bootstrap Clones for Censored Markov Chains ⋮ Estimating the transition probabilities from censored Markov renewal processes ⋮ Nonparametric recovery of duration distrbutions from cross-sectional sample surveys

Cites Work

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• Estimating malaria incidence and recovery rates from panel surveys
• Estimation for discrete time nonhomogeneous Markov chains
• Statistical Inference about Markov Chains
• Testing Goodness of Fit for Proportional Hazards Model with Censored Observations
• The Analysis of Panel Data Under a Markov Assumption
• Confidence bands for a survival curve from censored data
• Central limit theorems for local martingales
• An intrinsic time for non-stationary finite markov chains

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