We develop an instrumental variable approach for identification of dynamic treatment effects on survival outcomes in the presence of dynamic selection, noncompliance, and right-censoring. The approach is nonparametric and does not require independence of observed and unobserved characteristics or separability assumptions. We propose estimation procedures and derive asymptotic properties.We apply our approach to evaluate a policy reform in which the pathway of unemployment benefits as a function of the unemployment duration is modified. Those who were unemployed at the reform date could choose between the old and the new regime. We find that the new regime has a positive average causal effect on the job finding rate
This dissertation proposes new instrumental variable methods to identify, estimate and test for caus...
There is a large literature on methods of analysis for randomized trials with noncompliance which fo...
In the causal adjustment setting, variable selection techniques based only on the outcome or only on...
We develop an instrumental variable approach for identification of dynamic treatment effects on surv...
We develop an instrumental variable approach for identification of dynamic treatment effects on surv...
This paper considers identification and estimation of the causal effect of the time Z until a subjec...
We introduce a dynamic treatment to the mixed proportional hazard competing risks model and allow f...
This paper approaches the causal analysis of sequences of interventions from a potential outcome per...
This paper develops a nonparametric model that represents how sequences of outcomes and treatment ch...
This paper analyzes the effect of a discrete treatment Z on a duration T. The treatment is not rand...
This paper proposes new nonparametric tests for treatment effects when the out-come of interest, typ...
This paper considers the problem of the identification of causal effects using instrumental variable...
This paper develops a nonparametric methodology for treatment evaluation with multiple ...
textabstractIn this article we propose and implement an instrumental variable estimation procedure ...
<div><p>This article develops a nonparametric methodology for treatment evaluation with multiple out...
This dissertation proposes new instrumental variable methods to identify, estimate and test for caus...
There is a large literature on methods of analysis for randomized trials with noncompliance which fo...
In the causal adjustment setting, variable selection techniques based only on the outcome or only on...
We develop an instrumental variable approach for identification of dynamic treatment effects on surv...
We develop an instrumental variable approach for identification of dynamic treatment effects on surv...
This paper considers identification and estimation of the causal effect of the time Z until a subjec...
We introduce a dynamic treatment to the mixed proportional hazard competing risks model and allow f...
This paper approaches the causal analysis of sequences of interventions from a potential outcome per...
This paper develops a nonparametric model that represents how sequences of outcomes and treatment ch...
This paper analyzes the effect of a discrete treatment Z on a duration T. The treatment is not rand...
This paper proposes new nonparametric tests for treatment effects when the out-come of interest, typ...
This paper considers the problem of the identification of causal effects using instrumental variable...
This paper develops a nonparametric methodology for treatment evaluation with multiple ...
textabstractIn this article we propose and implement an instrumental variable estimation procedure ...
<div><p>This article develops a nonparametric methodology for treatment evaluation with multiple out...
This dissertation proposes new instrumental variable methods to identify, estimate and test for caus...
There is a large literature on methods of analysis for randomized trials with noncompliance which fo...
In the causal adjustment setting, variable selection techniques based only on the outcome or only on...