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The Cox Proportional Hazards Model and Its Characteristics
2011We begin by discussing some computer results using the Cox PH model, without actually specifying the model; the purpose here is to show the similarity between the Cox model and standard linear regression or logistic regression.
David G. Kleinbaum, Mitchel Klein
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On fitting Cox's proportional hazards models to survey data
Biometrika, 2000zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Diagnostics for Cox’s Proportional Hazards Model
2004Although Cox’s proportional hazards model is applied so often, diagnostic methods are not well known to non-expert users. Latest results suggest that individually scaled Schoenfeld residuals, dfbetas and added variable plots should be provided for assessing the model. Most of these methods are absent from widely used packages.
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Essays on semiparametric cox proportional hazard models
2009In this dissertation I study different versions of the semiparametric proportional hazard duration model and their practical applications under both frequentist and Bayesian econometrics frameworks. I use the unemployment spell data set that is created from the Panel Study of Income Dynamics (PSID).In Chapter 1 I study the effects of unemployment ...
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Adjusting regression attenuation in the Cox proportional hazards model
Journal of Statistical Planning and Inference, 1999zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Adjusted variable plots for Cox's proportional hazards regression model
Lifetime Data Analysis, 1996Adjusted variable plots are useful in linear regression for outlier detection and for qualitative evaluation of the fit of a model. In this paper, we extend adjusted variable plots to Cox's proportional hazards model for possibly censored survival data.
Charles B. Hall +2 more
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Fifty Years with the Cox Proportional Hazards Regression Model
Journal of the Indian Institute of Science, 2022P. K. Andersen
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Survival Analysis Cox’s Proportional Hazards Model)
2001Abstract The San Francisco Men’s Health Study is based on a sample of 1034 single men ages 24 to 54 years. These men were recruited using a multistage prob ability sample and were followed from July 1984 to December 1987. Mem bers of the cohort were interviewed and examined every six months.
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Methods for displaying and calibration of Cox proportional hazards models
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2017Cox proportional hazards modelling is a widely used technique for determining relationships between observed data and the risk of asset failure when model performance is satisfactory. Cox proportional hazards models possess good explanatory power and are used by asset managers to gain insight into factors influencing asset life. However, validation of
Melinda Hodkiewicz +3 more
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Relating Cox's Proportional Hazard Model to the Exponential Model for Survival
Biometrical Journal, 1987AbstractAn approximate representation is given for the partial likelihood estimate of the regression coefficient in Cox's proportional hazard model which indicates how it measures the association between survival time and covariate. The case of a single covariate is concentrated on.
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