Fitting the Cox proportional hazards model to big data
BiometricsAbstractThe semiparametric Cox proportional hazards model, together with the partial likelihood principle, has been widely used to study the effects of potentially time-dependent covariates on a possibly censored event time. We propose a computationally efficient method for fitting the Cox model to big data involving millions of study subjects ...
Jianqiao Wang, Donglin Zeng, Dan-Yu Lin
openaire +2 more sources
A Simple Test for the Absence of Covariate Dependence in Hazard Regression Models [PDF]
This paper extends commonly used tests for equality of hazard rates in a two-sample or k-sample setup to a situation where the covariate under study is continuous.
Bhattacharjee, Arnab
core
Cox proportional hazard regression model analysis.
, 2014 Cox proportional hazard regression model analysis.
Yi Zhang (9093) +12 more
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Testing for Proportional Hazards with Unrestricted Univariate Unobserved Heterogeneity [PDF]
, 2009 We develop tests of the proportional hazards assumption, with respect to a continuous covariate, in the presence of unobserved heterogeneity with unknown distribution at the individual observation level.
Bhattacharjee, Arnab +1 more
core
, 2015 The R package simPH provides tools for effectively communicating results from Cox proportional hazard (PH) models, including models with interactive and nonlinear effects. The Cox (PH) model is a popular tool for examining event data. However, previously
Christopher Gandrud
semanticscholar +1 more source
Unemployment Duration and its Determinants Using Cox Proportional Hazard Model Evidence from Yazd City during 2007-2010 [PDF]
فصلنامه پژوهشهای اقتصادی ایران, 2012 The following research attempts to study the effect of personal characteristics on unemployment duration in Yazd city during 2007-2010. The Cox proportional hazard model is used to test the hypotheses in this study.
Mohammad Ali Feizpour +1 more
doaj
Models of Firm Dynamics and the Hazard Rate of Exits: Reconciling Theory and Evidence using Hazard Regression Models [PDF]
This paper considers empirical work relating to models of firm dynamics. We show that a hazard regression model for firm exits, with a modification to accommodate age-varying covariate effects, provides an empirical framework accommodating many of the ...
Arnab Bhattacharjee
core
A proportional hazards model of bank failure: an examination of its usefulness as an early warning tool [PDF]
An explanation of how a Cox proportional hazards model can be used to identify both failed and healthy banks with a high degree of accuracy using a relatively small set of publicly available data.Bank ...
Gary Whalen
core
Cox proportional hazard model for clinical samples.
, 2015 Age was evaluated as a continuous variable.Cox proportional hazard model for clinical samples.
Koichiro Tsugawa (697601) +12 more
core +1 more source
The results of the adjusted Cox proportional hazard model.
, 2020 The results of the adjusted Cox proportional hazard model.
Fred M. Ssewamala (8207205) +14 more
core +1 more source