Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score

Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.1111/1468-0262.00442
P894zbMATH Open document ID1152.62328

P50authorGuido ImbensQ16730042
P2093author name stringKeisuke Hirano
Geert Ridder
P2860cites workEstimating causal effects of treatments in randomized and nonrandomized studies.Q29012064
Inference and missing dataQ29307215
Toward a curse of dimensionality appropriate (CODA) asymptotic theory for semi-parametric modelsQ34414083
Causal Effects in Nonexperimental Studies: Reevaluating the Evaluation of Training ProgramsQ41800074
Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training ProgrammeQ41841454
Estimating exposure effects by modelling the expectation of exposure conditional on confoundersQ44679901
Matching using estimated propensity scores: relating theory to practice.Q52891298
Assignment to Treatment Group on the Basis of a CovariateQ56706022
The central role of the propensity score in observational studies for causal effectsQ56882400
Bayesian Inference for Causal Effects: The Role of RandomizationQ60043290
Large Sample Properties of Generalized Method of Moments EstimatorsQ60205200
Information Theoretic Approaches to Inference in Moment Condition ModelsQ60588018
The Asymptotic Variance of Semiparametric EstimatorsQ64116510
Efficient Estimation of Average Treatment Effects Using the Estimated Propensity ScoreQ105852083
Simple and Bias-Corrected Matching Estimators for Average Treatment EffectsQ105886365
When to Control for Covariates? Panel-Asymptotic Results for Estimates of Treatment EffectsQ105888856
Imposing Moment Restrictions from Auxiliary Data by WeightingQ108879808
One-Step Estimators for Over-Identified Generalized Method of Moments ModelsQ108879812
P433issue4
P6104maintained by WikiProjectWikiProject MathematicsQ8487137
P304page(s)1161-1189
P577publication date2003-07-01
P1433published inEconometricaQ375835
P1476titleEfficient Estimation of Average Treatment Effects Using the Estimated Propensity Score
P478volume71

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cites work (P2860)
Q108879991A causal bootstrap
Q34048417A note on adapting propensity score matching and selection models to choice based samples
Q108880020Approximate residual balancing: debiased inference of average treatment effects in high dimensions
Q108880093Bias-Corrected Matching Estimators for Average Treatment Effects
Q108879668Causal Effects of Monetary Shocks: Semiparametric Conditional Independence Tests with a Multinomial Propensity Score
Q108880104Dealing with limited overlap in estimation of average treatment effects
Q63993879Evaluating Econometric Evaluations of Post-Secondary Aid
Q82486553Housing Affordability and Health Among Homeowners and Renters
Q108880016Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching
Q30050252Identification and Inference in Nonlinear Difference-in-Differences Models
Q57568030Large Sample Properties of Matching Estimators for Average Treatment Effects
Q108879992Matrix Completion Methods for Causal Panel Data Models
Q108880123Mean-Squared-Error Calculations for Average Treatment Effects
Q108880142Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review
Q108880106Nonparametric Tests for Treatment Effect Heterogeneity
Q108880125Predicting the efficacy of future training programs using past experiences at other locations
Q46940888Propensity score matching and subclassification in observational studies with multi-level treatments
Q56706027Recent Developments in the Econometrics of Program Evaluation
Q27320968Recursive partitioning for heterogeneous causal effects
Q108879911Research Design Meets Market Design: Using Centralized Assignment for Impact Evaluation
Q108879986Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited
Q108879995Using Wasserstein Generative Adversarial Networks for the design of Monte Carlo simulations
Q108879926Wanna Get Away? Regression Discontinuity Estimation of Exam School Effects Away From the Cutoff

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