[HTML][HTML] Time-varying covariates and coefficients in Cox regression models
… be analyzed with the Cox regression model to estimate its effect on survival time. For this
it … of the Cox regression model does not hold, we say that the effect of the covariate is time-…
it … of the Cox regression model does not hold, we say that the effect of the covariate is time-…
Cox regression model
HC van Houwelingen, T Stijnen - … of survival analysis, 2013 - api.taylorfrancis.com
… is welldefined in ordinary linear regression, but less straightforward in Cox regression. Some
software produce dfbeta residual’s that show the change in regression coefficients if an ob…
software produce dfbeta residual’s that show the change in regression coefficients if an ob…
Methods to Analyze Time‐to‐Event Data: The Cox Regression Analysis
S Abd ElHafeez, G D'Arrigo… - Oxidative medicine …, 2021 - Wiley Online Library
… The purpose of this article is to explain the basic concepts of Cox regression analysis and
its application to clinical research by providing a series of examples derived from the literature. …
its application to clinical research by providing a series of examples derived from the literature. …
[PDF][PDF] Cox regression using different time-scales
AJ Canchola, SL Stewart, L Bernstein, DW West… - Western Users of SAS …, 2003 - Citeseer
… , the time-scale used in Cox regression models is time-on-… as the time-scale, where subjects
enter the analysis at their … five methods using time-on-study and age as the time-scales. We …
enter the analysis at their … five methods using time-on-study and age as the time-scales. We …
Analyzing time to event outcomes with a Cox regression model
SJ Walters - Wiley Interdisciplinary Reviews: Computational …, 2012 - Wiley Online Library
… The final model from a Cox regression analysis yields an equation for the … Cox regression
model involves examining the coefficients for each explanatory variable. A positive regression …
model involves examining the coefficients for each explanatory variable. A positive regression …
Time-dependent covariates in the Cox proportional-hazards regression model
LD Fisher, DY Lin - Annual review of public health, 1999 - annualreviews.org
… Cox(2) proposed a model in which the effectof the covariates is to multiply the hazard function
… called either the Cox regression model or theproportional-hazards regression model. It is …
… called either the Cox regression model or theproportional-hazards regression model. It is …
Updating prognosis in primary biliary cirrhosis using a time-dependent Cox regression model
… models have been developed using Cox regression analysis. 1-5 They are all so-called
time-fixed models … time during the course of the disease (usually the time of diagnosis or the …
time-fixed models … time during the course of the disease (usually the time of diagnosis or the …
A Cox-type regression model with change-points in the covariates
U Jensen, C Lütkebohmert - Lifetime data analysis, 2008 - Springer
… have presented a new Cox model with smooth changes in the influence of some covariates.
We have shown, that the estimators of the change-points and the regression estimators are …
We have shown, that the estimators of the change-points and the regression estimators are …
Estimation in a Cox regression model with a change-point according to a threshold in a covariate
O Pons - The Annals of Statistics, 2003 - projecteuclid.org
… Cox model for independent and identically distributed right censored survival times, with a
change… We prove that the estimator of the change-point is n-consistent and the estimator of the …
change… We prove that the estimator of the change-point is n-consistent and the estimator of the …
Time-dependent Cox regression model is superior in prediction of prognosis in primary sclerosing cholangitis
KM Boberg, G Rocca, T Egeland, A Bergquist… - Hepatology, 2002 - Elsevier
… The time-dependent prognostic model was superior to the time-… In conclusion, a time-dependent
Cox regression model has the … time-fixed models. (HEPATOLOGY 2002;35:652-657.) …
Cox regression model has the … time-fixed models. (HEPATOLOGY 2002;35:652-657.) …
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