Estimation of copula-based models for lifetime medical costs

DOI10.1007/s10463-014-0477-6zbMath1440.62373OpenAlexW2096241945MaRDI QIDQ498053

Xiao Bing Zhao, Xian Zhou

Publication date: 25 September 2015

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-014-0477-6

zbMATH Keywords

pseudo-likelihooddynamic changetwo-stage estimationcopula modelmedical costsojourn

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Estimation in multivariate analysis (62H12) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

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• Efficiently sampling nested Archimedean copulas
• Sampling Archimedean copulas
• Efficient estimation for the proportional hazards model with interval censoring
• Weak convergence and empirical processes. With applications to statistics
• Asymptotic efficiency of the two-stage estimation method for copula-based models
• Sampling nested Archimedean copulas
• Inferences on the Association Parameter in Copula Models for Bivariate Survival Data
• Estimating Medical Costs from Incomplete Follow-Up Data
• A regression-based method for estimating mean treatment cost in the presence of right-censoring
• Statistical models based on counting processes

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