estimation of excess hazard using compound poisson frailty model
نویسندگان
چکیده
b a c k g r o u n d & aim: the excess hazard rate proposed by andersen and vaeth may underestimate the long-term excess hazard rate for cancer survival. zahl explained the phenomenon by continuous selection of the most robust individuals after diagnosis. he applied correlated inverse gaussian and gamma frailty models to estimate excess intensity and reached a better estimate of the rate and called it the corrected excess hazard. the compound poisson distribution has more parameters and therefore owns more flexibility and includes gamma and inverse gaussian distributions as special cases. therefore, the aim of this study was to estimate the excess hazard using compound poisson frailty model methods & materials: both shared and correlated frailty (cf) variables based on compound poisson distribution were used to model unobserved common covariates. a data set of patients diagnosed with localized or regional gastrointestinal tract cancer collected at the mazandaran province of iran was studied. as registration systems in iran are so affected by omission and various errors, a number of five west coale- demeny life tables for men and four for women were constructed corresponding to each birth cohort, which was considered as the reference life tables. thus, population-based mortality rates [ h 1( t )] were simply replaced by the appropriate values of the west tables depending on the sex (male or female) and birth cohort of the patient. r e s u lt s : the cf model with unequal variances could best estimate the long-term excess hazard. c on c l u sio n : this study advocates the cf models can best estimate the long-term excess hazard rates regardless of the distribution of the frailty variable.
منابع مشابه
Using of frailty model baseline proportional hazard rate in Real Data Analysis
Many populations encountered in survival analysis are often not homogeneous. Individuals are flexible in their susceptibility to causes of death, response to treatment and influence of various risk factors. Ignoring this heterogeneity can result in misleading conclusions. To deal with these problems, the proportional hazard frailty model was introduced. In this paper, the frailty model is ex...
متن کاملClaims Reserving Using Tweedie’s Compound Poisson Model
We consider the problem of claims reserving and estimating run-off triangles. We generalize the gamma cell distributions model which leads to Tweedie’s compound Poisson model. Choosing a suitable parametrization, we estimate the parameters of our model within the framework of generalized linear models (see Jørgensen-de Souza [2] and Smyth-Jørgensen [8]). We show that these methods lead to reaso...
متن کاملParameter Estimation for the Compound Poisson Software Reliability Model
The parameter estimation for the Compound Poisson Software Reliability Model is analyzed. The biased characteristic is considered in order to get better performance. A comparison with the well known Non Homogeneous Software Reliability Models is presented. Several experimental data are used in order to analyze the goodness of fit of both models.
متن کاملEstimation of Products Final Price Using Bayesian Analysis Generalized Poisson Model and Artificial Neural Networks
Estimating the final price of products is of great importance. For manufacturing companies proposing a final price is only possible after the design process over. These companies propose an approximate initial price of the required products to the customers for which some of time and money is required. Here using the existing data of already designed transformers and utilizing the bayesian anal...
متن کاملBayesian Estimation in Shared Compound Negative Binomial Frailty Models
Frailty models are used in survival analysis to model unobserved heterogeneity. To study such heterogeneity by the inclusion of a random term called the frailty is assumed to multiply hazards of all subjects in the shared frailty. We study compound negative binomial distribution as frailty distribution and two different baseline distributions namely Pareto and linear failure rate distribution i...
متن کاملhazard evaluation of gas condensate stabilization and dehydration unit of parsian gas refinery using hazop procedures
شناسایی مخاطرات در واحد 400 پالایشگاه گاز پارسیان. در این پروزه با بکارگیری از تکنیک hazop به شناسا یی مخاطرات ، انحرافات ممکن و در صورت لزوم ارایه راهکارهای مناسب جهت افزایش ایمنی فرا یند پرداخته میگردد. شرایط عملیاتی مخاطره آمیز نظیر فشار و دمای بالا و وجود ترکیبات مختلف سمی و قابل انفجار در واحدهای پالایش گاز، ضرورت توجه به موارد ایمنی در این چنین واحدهایی را مشخص می سازد. مطالعه hazop یک ر...
منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
journal of biostatistics and epidemiologyجلد ۱، شماره ۱-۲، صفحات ۱-۹
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023