Modelling Hospital Mortality Data using The Heligman-Pollard Model with R HPBayes

被引:1
|
作者
Emilidha, Wella Pasca [1 ]
Danardono [2 ]
机构
[1] Pusat Kurikulum & Perbukuan, Kemdikbud Jalan Gunung Sahari Raya 4, Kemayoran, Jakarta Pusat, Indonesia
[2] Univ Gadjah Mada Sekip Utara, Dept Math, Bulaksumur 55281, Yogyakarta, Indonesia
来源
关键词
The Heligman-Pollard Model; IMIS Algorithm; Bayesian Model;
D O I
10.1063/1.4979441
中图分类号
O59 [应用物理学];
学科分类号
摘要
Analysis on hospital mortality data gives an important information to improve hospital performances and for mortality comparison. One important model in the parametric family for mortality is the Heligman-Pollard Model (the HP Model). Recently, the method of estimation for this model has been developed based on Bayesian Inference and implemented in the R package HPbayes. In this paper, mortality data from the inpatient records during the period of 2010-2014 in a certain general hospital in Sragen were used to model the hospital mortality pattern across the whole life span using the HPbayes. The interpretation of the model and comparison to the national life table are discussed.
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页数:7
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