A Unified Framework for Specification Tests of Continuous Treatment Effect Models
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Publication:6620995
DOI10.1080/07350015.2021.1981915zbMATH Open1547.62763MaRDI QIDQ6620995
Oliver B. Linton, Wei Huang, Zheng Zhang
Publication date: 17 October 2024
Published in: Journal of Business and Economic Statistics (Search for Journal in Brave)
Cites Work
- Unnamed Item
- Large Sample Properties of Generalized Method of Moments Estimators
- Consistent model specification tests
- A consistent test of functional form via nonparametric estimation techniques
- Efficient Semiparametric Estimation of Quantile Treatment Effects
- Consistent hypothesis testing in semiparametric and nonparametric models for econometric time series
- Consistent model specification tests for time series econometric models
- Exchangeably weighted bootstraps of the general empirical process
- Quantile regression, Box-Cox transformation model and the U.S. wage structure, 1963--1987
- Nonparametric model checks for regression
- Convergence rates and asymptotic normality for series estimators
- Covariate balancing propensity score for a continuous treatment: application to the efficacy of political advertisements
- Efficient propensity score regression estimators of multivalued treatment effects for the treated
- Consistent specification tests for semiparametric/nonparametric models based on series estimation methods
- Weak convergence and empirical processes. With applications to statistics
- A Mann-Whitney test of distributional effects in a multivalued treatment
- Smoothed GMM for quantile models
- Estimation and inference for distribution functions and quantile functions in treatment effect models
- A specification test for the propensity score using its distribution conditional on participation
- Efficient semiparametric estimation of multi-valued treatment effects under ignorability
- CONSISTENT MODEL SPECIFICATION TESTS
- CONSISTENT SPECIFICATION TESTING WITH NUISANCE PARAMETERS PRESENT ONLY UNDER THE ALTERNATIVE
- Simulation and the Asymptotics of Optimization Estimators
- Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
- The central role of the propensity score in observational studies for causal effects
- A Consistent Conditional Moment Test of Functional Form
- Asymptotic Theory of Integrated Conditional Moment Tests
- Semiparametric Regression
- On the Role of the Propensity Score in Efficient Semiparametric Estimation of Average Treatment Effects
- Consistent Model Specification Tests: Omitted Variables and Semiparametric Functional Forms
- Approximate Residual Balancing: Debiased Inference of Average Treatment Effects in High Dimensions
- A Simple and Efficient Estimation Method for Models with Nonignorable Missing Data
- A Simple and Efficient Estimation of Average Treatment Effects in Models with Unmeasured Confounders
- A unified framework for efficient estimation of general treatment models
- 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
- Inference on Counterfactual Distributions
- Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
- Estimation of Semiparametric Models when the Criterion Function Is Not Smooth
- Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
- Covariate Balancing Propensity Score
- Causal Inference With General Treatment Regimes
- Goodness-of-fit tests for kernel regression with an application to option implied volatilities
- Multivalued Treatments and Decomposition Analysis: An Application to the WIA Program
- A Stochastic Frontier Model with Endogenous Treatment Status and Mediator
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