Improving healthcare cost prediction for chronic disease through covariate clustering and subgroup analysis methods
| Year of publication: |
2025
|
|---|---|
| Authors: | Li, Zhengxiao ; Huang, Yifan ; Cao, Yang |
| Published in: |
ASTIN bulletin : the journal of the International Actuarial Association. - Cambridge : Cambridge Univ. Press, ISSN 1783-1350, ZDB-ID 2148228-7. - Vol. 55.2025, 2, p. 374-394
|
| Subject: | Chronic diseases | complex optimization problems | cost prediction | covariate clustering | subgroup analysis | Chronische Krankheit | Chronic disease | Gesundheitskosten | Health care costs | Prognoseverfahren | Forecasting model | Regionales Cluster | Regional cluster | Gesundheitsversorgung | Health care | Clusteranalyse | Cluster analysis | Diabetes |
-
Optimal monitoring policies for chronic diseases under healthcare warranty
Zhao, Heng, (2022)
-
Yong, Jong-say, (2021)
-
Tsiachristas, Apostolos, (2014)
- More ...
-
Generalizing the log-moyal distribution and regression models for heavy-tailed loss data
Li, Zhengxiao, (2021)
-
A new class of copula regression models for modelling multivariate heavy-tailed data
Li, Zhengxiao, (2022)
-
Li, Zhengxiao, (2024)
- More ...