نتایج جستجو برای: cox proportional hazards model

تعداد نتایج: 2194121  

Journal: :Statistics in medicine 1995
K R Hess

A major assumption of the Cox proportional hazards model is that the effect of a given covariate does not change over time. If this assumption is violated, the simple Cox model is invalid, and more sophisticated analyses are required. This paper describes eight graphical methods for detecting violations of the proportional hazards assumption and demonstrates each on three published datasets wit...

Journal: :Journal of Human Growth and Development 2022

Background: The age at first birth corresponds to the of mother giving child. study aims accessing determinants timing among Ethiopian women.
 Methods: data for this was extracted from published reports Demographic and Health Survey. used15, 683 women aged 15-49 years nine regions two city administrations. Cox Proportional hazards model used identifying factors associated with birth.
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Journal: :Asian Journal of Medical and Biological Research 2021

The burden of cancer is increasing very rapidly day by all over the world, largely due to an unhealthy lifestyle. Some cross-sectional studies have been conducted on lifestyle patients based Sylhet city, Bangladesh. However, best our knowledge, no study has done longitudinal aspect considering whole Bangladesh, therefore, we aimed conduct a know effects and heritability in We selected total 384...

ژورنال: اندیشه آماری 2019
eskandari, fatemeh, faridrohani, mohmmadreza, khalili, davood, momenan, amirabbas, rastin, azam,

 ‎Cardiovascular diseases (CVDs) are the leading cause of death worldwide‎. ‎To specify an appropriate model to determine the risk of CVD and predict survival rate‎, ‎users are required to specify a functional form which relates the outcome variables to the input ones‎. ‎In this paper‎, ‎we proposed a dimension reduction method using a general model‎, ‎which includes many widely used survival m...

Journal: :Journal of the Royal Statistical Society: Series C (Applied Statistics) 2016

2012
Branko Miladinovic Ambuj Kumar Rahul Mhaskar Sehwan Kim Ronald Schonwetter Benjamin Djulbegovic

Prognostic models are often used to estimate the length of patient survival. The Cox proportional hazards model has traditionally been applied to assess the accuracy of prognostic models. However, it may be suboptimal due to the inflexibility to model the baseline survival function and when the proportional hazards assumption is violated. The aim of this study was to use internal validation to ...

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