政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/125122

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 110944/141864 (78%)
Visitors : 47862510 Online Users : 951

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 商學院 > 統計學系 > 期刊論文 > Item 140.119/125122

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/125122

Title:	The weighted general linear model for longitudinal medical cost data-an application in colorectal cancer
Authors:	Hwang, Y.T. 黃佳慧 Huang, C.-H. Yeh, W.L. Shen, Y.D.
Contributors:	統計系
Keywords:	General linear model; inverse probability weighted method; medical cost; longitudinaldata; proportional hazards model
Date:	2016-04
Issue Date:	2019-08-13 09:18:21 (UTC+8)
Abstract:	Identifying cost-effective decisions that can take into account of medical cost and health outcome is an important issue under very limited resources. Analyzing medical costs has been challenged owing to skewness of cost distributions, heterogeneity across samples and censoring. When censoring is due to administrative reasons, the total cost might be related to the survival time since longer survivals are likely to be censored and the corresponding total cost will be censored as well. This paper uses the general linear model for the longitudinal data to model the repeated medical cost data and the weighted estimating equation is used to find more accurate estimates for the parameter. Furthermore, the asymptotic properties for the proposed model are discussed. Simulations are used to evaluate the performance of estimators under various scenarios. Finally, the proposed model is implemented on the data extracted from National Health Insurance database for patients with the colorectal cancer.
Relation:	Journal of Applied Statistics, Vol.44, pp.288-307
Data Type:	article
DOI 連結:	https://doi.org/10.1080/02664763.2016.1169255
DOI:	10.1080/02664763.2016.1169255
Appears in Collections:	[統計學系] 期刊論文

Files in This Item:

File	Description	Size	Format
60.pdf		1872Kb	Adobe PDF2	147	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...