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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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Quality and Reliability Engineering International, 2017
M. I. Rodríguez-Borbón +4 more
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M. I. Rodríguez-Borbón +4 more
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L1Penalized Estimation in the Cox Proportional Hazards Model
Biometrical Journal, 2010AbstractThis 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
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Computing and Communication Workshop and Conference, 2018
Abdalrahman Alsaedi +3 more
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Abdalrahman Alsaedi +3 more
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Multi-task cox proportional hazard model for predicting risk of unplanned hospital readmission
Systems and Information Engineering Design Symposium, 2017Megan Grzyb +7 more
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Estimation of reliability of mobile handsets using Cox-proportional hazard model
Microelectronics and reliability, 2013Anupama Tiwari, D. Roy
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