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A Bayesian Semiparametric Competing Risk Model with Unobserved Heterogeneity ...
This paper generalizes existing econometric models for censored competing risks by introducing a new flexible specification based on a piecewise linear baseline hazard,... -
Combining Matching and Nonparametric Instrumental Variable Estimation: Theory...
We show how instrumental variable and matching estimators can be combined in order to identify a broader array of treatment effects. Instrumental variable (IV) estimators are... -
Replacing Sample Trimming with Boundary Correction in Nonparametric Estimatio...
Two-step nonparametric estimators have become standard in empirical auctions. A drawback concerns boundary effects which cause inconsistencies near the endpoints of the support... -
Effect of FDI and Time on Catching Up: New Insights from a Conditional Nonpar...
We use an appropriate nonparametric two-step approach on conditional efficiencies to investigate how foreign direct investment (FDI) and time affect the process of catching up.... -
Identification and Estimation of Distributional Impacts of Interventions Usin...
This paper presents estimators of distributional impacts of interventions when selection to the program is based on observable characteristics. Distributional impacts are... -
A Semi-Parametric Analysis of Two-Sided Markets: An Application to the Local ...
This paper considers an empirical semiparametric model for two-sided markets. Contrary to existing empirical literature on two-sided markets, we specify network effects and... -
Sharp IV Bounds on Average Treatment Effects on the Treated and Other Populat...
In the presence of an endogenous binary treatment and a valid binary instrument, causal effects are point identified only for the subpopulation of compliers, given that the... -
Empirical Bayesball Remixed: Empirical Bayes Methods for Longitudinal Data (r...
Empirical Bayes methods for Gaussian and binomial compound decision problems involving longitudinal data are considered. A recent convex optimization reformulation of the...