Identification and Identification Failure for Treatment Effects Using Structural Systems
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Publication:5080548
DOI10.1080/07474938.2012.690664zbMath1491.62268OpenAlexW2071190233MaRDI QIDQ5080548
Publication date: 31 May 2022
Published in: Econometric Reviews (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/07474938.2012.690664
simultaneous equationsnonparametric estimationtreatment effectsconditional exogeneitystructural equationscovariate selectionunconfoundednessexogeneity score
Applications of statistics to economics (62P20) Nonparametric regression and quantile regression (62G08) Nonparametric estimation (62G05) Statistical methods; economic indices and measures (91B82)
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Cites Work
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- Large Sample Properties of Generalized Method of Moments Estimators
- Efficient Semiparametric Estimation of Quantile Treatment Effects
- Unconditional Quantile Regressions
- Instrumental variable estimation of nonseparable models
- Instrumental variable methods for recovering continuous linear functionals
- Testing a conditional form of exogeneity
- How many consumers are rational?
- Local indirect least squares and average marginal effects in nonseparable structural systems
- Point estimation with exponentially tilted empirical likelihood
- Alternative methods for evaluating the impact of interventions. An overview
- Robustness checks and robustness tests in applied economics
- Causality, Conditional Independence, and Graphical Separation in Settable Systems
- Minimum Divergence, Generalized Empirical Likelihoods, and Higher Order Expansions
- Identification of Causal Effects Using Instrumental Variables
- Identification in Nonparametric Simultaneous Equations Models
- SHARP BOUNDS ON THE DISTRIBUTION OF TREATMENT EFFECTS AND THEIR STATISTICAL INFERENCE
- Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
- The central role of the propensity score in observational studies for causal effects
- The Identification Problem in Systems Nonlinear in the Variables
- Consistent Estimation of Scaled Coefficients
- Empirical likelihood ratio confidence intervals for a single functional
- Matching As An Econometric Evaluation Estimator
- Identification and Estimation of Local Average Treatment Effects
- Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts
- Multivariate local polynomial regression for estimating average derivatives
- The Interpretation of Instrumental Variables Estimators in Simultaneous Equations Models with an Application to the Demand for Fish
- 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
- Semiparametric Estimation of Index Coefficients
- Real Analysis and Probability
- Nonparametric Instrumental Regression
- Large Sample Properties of Matching Estimators for Average Treatment Effects
- Nonparametric Identification under Discrete Variation
- Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
- An IV Model of Quantile Treatment Effects
- Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors
- Identification of Marginal Effects in Nonseparable Models Without Monotonicity
- Applied Bayesian Modeling and Causal Inference from Incomplete‐Data Perspectives
- Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
- Nonparametric Estimation of Nonadditive Random Functions
- Identification in Nonseparable Models
- Instrumental Variable Estimation of Nonparametric Models
- Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
- Independence, Monotonicity, and Latent Index Models: An Equivalence Result
- The Statistical Implications of a System of Simultaneous Equations
- Robust Statistics
