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Diagnostics for Cox’s Proportional Hazards Model

2004
Although 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.
openaire   +1 more source

Essays on semiparametric cox proportional hazard models

2009
In 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 ...
openaire   +1 more source

Reliability Estimation for Accelerated Life Tests Based on a Cox Proportional Hazard Model with Error Effect

Quality and Reliability Engineering International, 2017
M. I. Rodríguez-Borbón   +4 more
semanticscholar   +1 more source

L1Penalized Estimation in the Cox Proportional Hazards Model

Biometrical Journal, 2010
AbstractThis article presents a novel algorithm that efficiently computesL1penalized (lasso) estimates of parameters in high‐dimensional models. The lasso has the property that it simultaneously performs variable selection and shrinkage, which makes it very useful for finding interpretable prediction rules in high‐dimensional data. The new algorithm is
openaire   +4 more sources

Extended cox proportional hazard model to analyze and predict conversion from mild cognitive impairment to alzheimer's disease

Computing and Communication Workshop and Conference, 2018
Abdalrahman Alsaedi   +3 more
semanticscholar   +1 more source

Multi-task cox proportional hazard model for predicting risk of unplanned hospital readmission

Systems and Information Engineering Design Symposium, 2017
Megan Grzyb   +7 more
semanticscholar   +1 more source

Cox Proportional Hazards Model

Journal of Clinical Nursing, 2002
openaire   +2 more sources

Estimation of reliability of mobile handsets using Cox-proportional hazard model

Microelectronics and reliability, 2013
Anupama Tiwari, D. Roy
semanticscholar   +1 more source

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