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How can I compare parametric and semiparametric survival models?

On a given dataset, I am running a semiprametric Cox proportional hazards model, together with a series of parametric models (Weibul, gamma, lognormal, exponential, etc.). How can I know which is ...
Leevo's user avatar
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2 votes
0 answers
132 views

Variable effect in Weibull and Cox models

Is it possible to compare effect of variable on the survival time in the Cox model and in the Weibull regression model?
Manko's user avatar
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1 vote
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47 views

Survival analysis without a direct coupling between subjects and events

I am studying the failure rates of some components. The data that we possess are atypical for a survival analysis, however. The population and year of installation of components are known for the last ...
Jacco's user avatar
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102 views

Schoenfeld residuals - theoretical question

I have a doubt about the Schoenfeld residuals that are used to check the Cox proportional hazard model. The residuals formula is: $$\hat{r}_{ik}=c_i(x_{ik}-\hat{\bar{x}}_{w_ik})$$ $$\hat{\bar{x}}_{...
Hidden Cat's user avatar
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Which variables in the models below meet acceptable thresholds for accuracy, also, which model is more statically accurate

Which variables are most significant? ...
Rod Jetton's user avatar
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757 views

How to simulate informative censoring in a Cox PH model?

I wish to simulate events from a Cox PH model where the censoring is informative, and to compare parameter estimator quality with estimates obtained from data generated by a Cox PH model with non-...
dandar's user avatar
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