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Found 8 papers, 0 papers with code
Policy Relevant Treatment Effects with Multidimensional Unobserved Heterogeneity
This paper provides a framework for the policy relevant treatment effects using instrumental variables.
Doubly Robust Estimators with Weak Overlap
In this paper, we derive a new class of doubly robust estimators for treatment effect estimands that is also robust against weak covariate overlap.
Faster estimation of dynamic discrete choice models using index sufficiency
Our proposed estimator uses the equality constraints to decrease the dimension of the optimization problem, thereby generating computational gains.
Slow Movers in Panel Data
Panel data often contain stayers (units with no within-variations) and slow movers (units with little within-variations).
Linear programming approach to nonparametric inference under shape restrictions: with an application to regression kink designs
We develop a novel method of constructing confidence bands for nonparametric regression functions under shape constraints.
Welfare Analysis via Marginal Treatment Effects
Consider a causal structure with endogeneity (i. e., unobserved confoundedness) in empirical data, where an instrumental variable is available.
Testing homogeneity in dynamic discrete games in finite samples
We refer to this as the "homogeneity assumption" in dynamic discrete games.
Unconditional Quantile Regression with High Dimensional Data
This paper considers estimation and inference for heterogeneous counterfactual effects with high-dimensional data.
