Estimation and inference for the counterfactual distribution and quantile functions in continuous treatment models
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Publication:2116357
DOI10.1016/j.jeconom.2020.12.009OpenAlexW3110858322MaRDI QIDQ2116357
Zheng Zhang, Chunrong Ai, Oliver B. Linton
Publication date: 16 March 2022
Published in: Journal of Econometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.jeconom.2020.12.009
Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)
Cites Work
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- Semi-Nonparametric Maximum Likelihood Estimation
- A consistent test of functional form via nonparametric estimation techniques
- Efficient Semiparametric Estimation of Quantile Treatment Effects
- Unconditional Quantile Regressions
- Does matching overcome LaLonde's critique of nonexperimental estimators?
- Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
- Using conditional moments of asset payoffs to infer the volatility of intertemporal marginal rates of substitution
- Exchangeably weighted bootstraps of the general empirical process
- Convergence rates and asymptotic normality for series estimators
- Cross-validated SNP density estimates
- Consistent specification tests for semiparametric/nonparametric models based on series estimation methods
- Weak convergence and empirical processes. With applications to statistics
- Semiparametric efficiency in GMM models with auxiliary data
- Estimation and inference for distribution functions and quantile functions in treatment effect models
- An improved bootstrap test of stochastic dominance
- Efficient semiparametric estimation of multi-valued treatment effects under ignorability
- Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models
- Identification of Treatment Effects Using Control Functions in Models With Continuous, Endogenous Treatment and Heterogeneous Effects
- The central role of the propensity score in observational studies for causal effects
- An Elasticity can be Estimated Consistently without a Priori Knowledge of Functional Form
- How Far Are Automatically Chosen Regression Smoothing Parameters From Their Optimum?
- Matching As An Econometric Evaluation Estimator
- Relaxation Methods for Problems with Strictly Convex Costs and Linear Constraints
- Regression Quantiles
- Asymptotic Statistics
- An Information-Theoretic Alternative to Generalized Method of Moments Estimation
- The role of the propensity score in estimating dose-response functions
- On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
- Information Theoretic Approaches to Inference in Moment Condition Models
- Statistical Inference for Stochastic Dominance and for the Measurement of Poverty and Inequality
- Program Evaluation and Causal Inference With High-Dimensional Data
- Female Labor Supply, Human Capital, and Welfare Reform
- Seminonparametric Estimation of Conditionally Constrained Heterogeneous Processes: Asset Pricing Applications
- Automobile Prices in Market Equilibrium
- Product Differentiation and Oligopoly in International Markets: The Case of the U.S. Automobile Industry
- Nonparametric Tests of Stochastic Dominance in Income Distributions
- Non-parametric Methods for Doubly Robust Estimation of Continuous Treatment Effects
- Uniformly Semiparametric Efficient Estimation of Treatment Effects With a Continuous Treatment
- Globally Efficient Non-Parametric Inference of Average Treatment Effects by Empirical Balancing Calibration Weighting
- Intersectoral Labor Mobility and the Growth of the Service Sector
- Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
- Inference on Counterfactual Distributions
- Consistent Tests for Stochastic Dominance
- Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
- Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
- Consistent Testing for Stochastic Dominance under General Sampling Schemes
- Covariate Balancing Propensity Score
- Causal Inference With General Treatment Regimes