In competing-risks analysis, the cause-specific cumulative incidence function (CIF) is usually obtained in a modeling framework by either 1) transforming on all cause-specific hazards or 2) transforming by using a direct relationship with the subdistribution hazard function. We expand on current competing-risks methodology from within the flexible parametric survival modeling framework and focus on the second approach. This approach models all cause-specific CIFs simultaneously and is more useful for answering prognostic-related questions. We propose the direct flexible parametric survival modeling approach for the cause-specific CIF. This approach models the (log cumulative) baseline hazard without requiring numerical integration, which le...
Competing risks data usually arises in studies in which the failure of an individual may be classifi...
The possible occurrence of multiple events during follow-up is a common situation in several clinica...
In competing risks setting, we account for death according to a specific cause and the quantities of...
In a competing risks analysis, interest lies in the cause-specific cumulative incidence function (CI...
Competing risks occur in survival analysis when an individual is at risk of more than one type of ev...
Competing risks are present when the patients within a dataset could experience one or more of sever...
Competing risk analysis refers to a special type of survival analysis that aims to correctly estimat...
This thesis contains two parts focusing on regression analysis and diagnostic accuracy analysis of c...
Prognostic studies often involve modeling competing risks, where an individual can experience only o...
Although cumulative incidence function (CIF) estimates are commonly used to describe the failure pro...
While nonparametric methods have been well established for inference on competing risks data, parame...
Prediction of cause-specific cumulative incidence function (CIF) is of primary interest to clinical ...
Competing risk or "multiple cause" survival data arise in medical, criminological, financial, engine...
Competing risks occur often in survival analysis. In present work, we study different ap- proaches t...
Abstract: “Competing risk ” or “multiple cause ” survival data arise in medical, crim-inological, fi...
Competing risks data usually arises in studies in which the failure of an individual may be classifi...
The possible occurrence of multiple events during follow-up is a common situation in several clinica...
In competing risks setting, we account for death according to a specific cause and the quantities of...
In a competing risks analysis, interest lies in the cause-specific cumulative incidence function (CI...
Competing risks occur in survival analysis when an individual is at risk of more than one type of ev...
Competing risks are present when the patients within a dataset could experience one or more of sever...
Competing risk analysis refers to a special type of survival analysis that aims to correctly estimat...
This thesis contains two parts focusing on regression analysis and diagnostic accuracy analysis of c...
Prognostic studies often involve modeling competing risks, where an individual can experience only o...
Although cumulative incidence function (CIF) estimates are commonly used to describe the failure pro...
While nonparametric methods have been well established for inference on competing risks data, parame...
Prediction of cause-specific cumulative incidence function (CIF) is of primary interest to clinical ...
Competing risk or "multiple cause" survival data arise in medical, criminological, financial, engine...
Competing risks occur often in survival analysis. In present work, we study different ap- proaches t...
Abstract: “Competing risk ” or “multiple cause ” survival data arise in medical, crim-inological, fi...
Competing risks data usually arises in studies in which the failure of an individual may be classifi...
The possible occurrence of multiple events during follow-up is a common situation in several clinica...
In competing risks setting, we account for death according to a specific cause and the quantities of...