Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme

From MaRDI portal
Publication:4365870

DOI10.2307/2971733zbMath0887.90039OpenAlexW2066735350WikidataQ41841454 ScholiaQ41841454MaRDI QIDQ4365870

Petra E. Todd, Hidehiko Ichimura, James J. Heckman

Publication date: 18 November 1997

Published in: The Review of Economic Studies (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.2307/2971733



Lua error in Module:PublicationMSCList at line 37: attempt to index local 'msc_result' (a nil value).


Related Items (75)

Econometric analysis of copyrightsTime-series estimation of the effects of natural experimentsDebt financing in private and public firmsGeneralized Optimal Matching Methods for Causal InferenceCopula regression spline models for binary outcomesEmpirical likelihood confidence interval for difference-in-differences estimator with panel dataFront-Door Versus Back-Door Adjustment With Unmeasured Confounding: Bias Formulas for Front-Door and Hybrid Adjustments With Application to a Job Training ProgramThe microeconometric estimation of treatment effects -- an overviewA simple and successful shrinkage method for weighting estimators of treatment effectsThe causal effect of a timeout at stopping an opposing run in the NBACausal inference for time-varying treatments in latent Markov models: an application to the effects of remittances on poverty dynamicsTreatment Evaluation With Selective Participation and IneligiblesIdentifying causal channels of policy reforms with multiple treatments and different types of selectionPartial identification of distributional and quantile treatment effects in difference-in-differences modelsAssessing lack of common support in causal inference using Bayesian nonparametrics: Implications for evaluating the effect of breastfeeding on children's cognitive outcomesExporting status and firm performance: evidence from a matched sampleEvaluating and improving a matched comparison of antidepressants and bone densityIndustry 4.0: driving factors and impacts on firm's performance: an empirical study on China's manufacturing industryCan \(p\)-values be meaningfully interpreted without random sampling?What's trending in difference-in-differences? A synthesis of the recent econometrics literatureSome recent developments in modeling quantile treatment effectsPolicy evaluation during a pandemicThe specification of the propensity score in multilevel observational studiesDistance functions for matching in small samplesA Complete Framework for Model-Free Difference-in-Differences EstimationMatching methods for causal inference: a review and a look forwardCombining Multiple Observational Data Sources to Estimate Causal EffectsThe econometrics of higher education: editor's viewHow robust is the evidence on the effects of college quality? Evidence from matchingNonparametric estimation of ATE and QTE: an application of fractile graphical analysisTesting for covariate balance using quantile regression and resampling methodsIdentification and Inference for Marginal Average Treatment Effect on the Treated with an Instrumental VariableEmpirical-Likelihood-Based Difference-in-Differences EstimatorsThe effects of exchange rate regimes on economic growth: evidence from propensity score matching estimatesCovariate balancing propensity score by tailored loss functionsRobust inference on average treatment effects with possibly more covariates than observationsBinary quantile regression with local polynomial smoothingEstimating dynamic treatment effects in event studies with heterogeneous treatment effectsDifference-in-differences with multiple time periodsMatching estimators with few treated and many control observationsEstimating Propensity Scores and Causal Survival Functions Using Prevalent Survival DataEfficient propensity score regression estimators of multivalued treatment effects for the treatedPublic policy, innovation and total factor productivity: An application to Taiwan's manufacturing industryMatching and semi-parametric IV estimation, a distance-based measure of migration, and the wages of young menDo debit cards increase household spending? Evidence from a semiparametric causal analysis of a surveyA propensity score adjustment for multiple group structural equation modelingPropensity score matching without conditional independence assumption—with an application to the gender wage gap in the United KingdomImpact evaluation of job training programmes: Selection bias in multilevel modelsTreatment Evaluation in the Presence of Sample SelectionDoubly robust difference-in-differences estimatorsBounds on distributional treatment effect parameters using panel data with an application on job displacementEstimation and inference for distribution functions and quantile functions in treatment effect modelsSemiparametric models with single-index nuisance parametersDecomposing differences in black student graduation rates between HBCU and non-HBCU institutions: the devil is in the detailsAn empirical investigation into the effect of childbearing on economic wellbeing in EuropeSpecification tests for the propensity scoreEvidence of randomisation bias in a large-scale social experiment: the case of ERAMissing data imputation, matching and other applications of random recursive partitioningTreatment Evaluation With Multiple Outcome Periods Under Endogeneity and AttritionStatistical analysis and evaluation of macroeconomic policies: a selective reviewTesting conditional independence via Rosenblatt transformsBias and High-Dimensional Adjustment in Observational Studies of Peer EffectsMore Efficient Policy Learning via Optimal RetargetingA matching estimator of household equivalence scalesTechnology transfer from acquisition FDI and the absorptive capacity of domestic firms: an empirical investigationPractical procedures to deal with common support problems in matching estimationIdentification of average marginal effects under misspecification when covariates are normalModeling temporal treatment effects with zero inflated semi-parametric regression models: The case of local development policies in FranceIdentification and estimation of average causal effects when treatment status is ignorable within unobserved strataAnalysis of the bias of matching and difference-in-difference under alternative earnings and selection processesPartial identification of average treatment effects on the treated through difference-in-differencesDoes piped water reduce diarrhea for children in rural India?Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programsDoes matching overcome LaLonde's critique of nonexperimental estimators?Practical propensity score matching: a reply to Smith and Todd




This page was built for publication: Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme