Marginalized Two-Part Joint Modeling of Longitudinal Semi-Continuous Responses and Survival Data: With Application to Medical Costs

Marginalized Two-Part Joint Modeling of Longitudinal Semi-Continuous Responses and Survival Data: With Application to Medical Costs

Non-negative continuous outcomes with a substantial number of zero values and incomplete longitudinal follow-up are quite common in medical costs data. It is thus critical to incorporate the potential dependence of survival status and longitudinal medical costs in joint modeling, where censorship is...

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Bibliographic Details
Main Authors: Mohadeseh Shojaei Shahrokhabadi, (Din) Ding-Geng Chen, Sayed Jamal Mirkamali, Anoshirvan Kazemnejad, Farid Zayeri
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Mathematics
Subjects:
zero-inflated
right-skewed
semi-continuous
conventional two-part joint model
marginalized two-part joint model
proportional hazards model
Online Access:https://www.mdpi.com/2227-7390/9/20/2603

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https://www.mdpi.com/2227-7390/9/20/2603

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