Estimating Medical Costs With Censored Data

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Estimating Medical Costs with Censored Data - JSTOR

https://www.jstor.org/stable/2673467

censored data problems are also discussed. Some key words: Cost analysis; Counting process; Efficiency; Martingale; Missing data; Semiparametrics; Survival analysis. 1. INTRODUCTION Proper analysis of treatment cost data may lead to more cost-effective …

Estimating medical costs with censored data | Biometrika …

https://academic.oup.com/biomet/article/87/2/329/221328

This paper focuses on the problem of estimating the mean medical cost from a sample of individuals whose medical costs may be right censored. A class of weighted …

Techniques for estimating health care costs with …

https://pubmed.ncbi.nlm.nih.gov/22719214/

Results: Over the restricted follow-up of 1080 days, 32% of patients were censored. The full-sample estimator was found to underestimate mean cost ($30,420) compared with the …

Estimating medical costs with censored data | Semantic …

https://www.semanticscholar.org/paper/Estimating-medical-costs-with-censored-data-Bang-Tsiatis/885356657432d17320ec753ea7015dbbb97b9fd5

Extensive simulation studies are used to show that our estimators perform well in finite samples, even with heavily censored data, for a variety of circumstances. The …

Estimating Medical Costs with Censored Data

https://www.researchgate.net/publication/31123923_Estimating_Medical_Costs_with_Censored_Data

The average per-patient medical costs were estimated using the method proposed by Bang and Tsiatis. 17 In this method, we weighted the total 30-day medical …

Estimating lifetime medical costs from censored claims data

https://pubmed.ncbi.nlm.nih.gov/28497642/

In this study, we propose a survival-adjusted estimator for estimating mean lifetime costs, which integrates the product of the survival function and the mean cost function over the …

Estimation from Censored Medical Cost Data

https://mpra.ub.uni-muenchen.de/102198/1/MPRA_paper_102198.pdf

sored medical cost data, including the statistical properties of the estimation. We then introduce a Hausman type test to compare the estimators calculated by using IPW least …

Cost Analysis With Censored Data : Medical Care - LWW

https://journals.lww.com/lww-medicalcare/Abstract/2009/07001/Cost_Analysis_With_Censored_Data.19.aspx

In this article, we will describe these issues, including induced dependent censoring and limited identifiability with the cost distribution, and review recent statistical developments. …

ccostr: An R package for estimating mean costs with …

https://www.theoj.org/joss-papers/joss.01593/10.21105.joss.01593.pdf

The R package ccostr includes four different estimators of the mean cost. The average sample,AS, estimator simply averages the total cost per individual, disregarding …

Estimation from Censored Medical Cost Data - Başer

https://onlinelibrary.wiley.com/doi/10.1002/bimj.200210036

This paper applies the inverse probability weighted least‐squares method to predict total medical cost in the presence of censored data. Since survival time and …

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