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Agglomerative hierarchical clustering for selecting valid instrumental variab...
Description: This reproduction package includes: 1. A text-file describing how to access the data used in the application. 2. R-Code necessary for the replication of results.... -
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... -
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... -
Factor-Based Identification-Robust Interference in IV Regressions (replicatio...
Robust methods for instrumental variable inference have received considerable attention recently. Their analysis has raised a variety of problematic issues such as size/power... -
GMM with Multiple Missing Variables (replication data)
We consider efficient estimation in moment conditions models with non-monotonically missing-at-random (MAR) variables. A version of MAR point-identifies the parameters of... -
Lasso for Instrumental Variable Selection: A Replication Study (replication d...
Recently, Lasso methods have been applied to economic questions. In a seminal paper, Belloni et al. (Econometrica; 80(6): 2369-2429) make use of (post-)Lasso for instrumental... -
SEMI-PARAMETRIC ESTIMATION OF PROGRAM IMPACTS ON DISPERSION OF POTENTIAL WAGE...
We propose the use of instrumental variables and pairwise matching to identify the average treatment effect on variance in potential outcomes. We show that identifying and... -
ESTIMATING PERSON-CENTERED TREATMENT (PeT) EFFECTS USING INSTRUMENTAL VARIABL...
This paper builds on the methods of local instrumental variables developed by Heckman and Vytlacil (1999, 2001, 2005) to estimate person-centered treatment (PeT) effects that... -
Frugal IV alternatives to identify the parameter for an endogenous regressor ...
A review of the econometric literature on instrumental variables (IV) estimation shows that the performance of traditional IV estimation relies critically on the quality of the... -
Assessing the credibility of instrumental variables inference with imperfect ...
Consistent instrumental variables (IV) estimation requires instruments uncorrelated with model errors, but this assumption is usually both suspect and untestable. Here the... -
Finite sample evidence of IV estimators under weak instruments (replication d...
We present finite sample evidence on different IV estimators available for linear models under weak instruments; explore the application of the bootstrap as a bias reduction... -
The case against JIVE (replication data)
We perform an extensive series of Monte Carlo experiments to compare the performance of two variants of the jackknife instrumental variables estimator, or JIVE, with that of the... -
Testing the unbiased forward exchange rate hypothesis using a Markov switchin...
This paper develops a model for the forward and spot exchange rate which allows for the presence of a Markov switching risk premium in the forward market and considers the issue...
