Identification and Inference in Nonlinear Difference-in-Differences Models

From MaRDI portal
Publication:5489084

DOI10.1111/j.1468-0262.2006.00668.xzbMath1145.62316OpenAlexW3125512578WikidataQ30050252 ScholiaQ30050252MaRDI QIDQ5489084

Guido W. Imbens, Susan Athey

Publication date: 25 September 2006

Published in: Econometrica (Search for Journal in Brave)

Full work available at URL: http://www.nber.org/papers/t0280.pdf




Related Items (35)

An integrated maximum score estimator for a generalized censored quantile regression modelUnnamed ItemON THE CONVERGENCE RATE OF POTENTIALS OF BRENIER MAPSEstimating the Derivative Function and Counterfactuals in Duration Models with HeterogeneityComparing distributions by multiple testing across quantiles or CDF valuesPartial identification of distributional and quantile treatment effects in difference-in-differences modelsWhat's trending in difference-in-differences? A synthesis of the recent econometrics literatureTreatment effect identification using two-level designs with partially ignorable missing dataPolicy evaluation during a pandemicEstimating treatment effects in the presence of unobserved confoundersNonparametric difference-in-differences in repeated cross-sections with continuous treatmentsA Complete Framework for Model-Free Difference-in-Differences EstimationPanel Data Quantile Regression for Treatment Effect ModelsIdentification of multi-valued treatment effects with unobserved heterogeneityQuantile difference in differences with time-varying qualification in panel dataThe treatment effect, the cross difference, and the interaction term in nonlinear ``difference-in-differences modelsEmpirical-Likelihood-Based Difference-in-Differences EstimatorsEstimation of Heterogeneous Individual Treatment Effects With Endogenous TreatmentsDifference-in-differences with multiple time periodsThe identification region of the potential outcome distributions under instrument independenceDifference-in-differences with variation in treatment timingEstimation of average treatment effects with panel data: asymptotic theory and implementationTesting identifying assumptions in nonseparable panel data modelsStructural vs. atheoretic approaches to econometricsInferring causal impact using Bayesian structural time-series modelsQuantile treatment effects in difference in differences models under dependence restrictions and with only two time periodsBounds on distributional treatment effect parameters using panel data with an application on job displacementINTERACTION TERMS IN POISSON AND LOG LINEAR REGRESSION MODELSOn negative outcome control of unobserved confounding as a generalization of difference-in-differencesA quantile correlated random coefficients panel data modelAssessing the causal effect of binary interventions from observational panel data with few treated unitsIdentification and estimation of time-varying nonseparable panel data models without stayersDif-in-dif estimators of multiplicative treatment effectsDesign-based analysis in difference-in-differences settings with staggered adoptionThe choice of effect measure for binary outcomes: introducing counterfactual outcome state transition parameters




This page was built for publication: Identification and Inference in Nonlinear Difference-in-Differences Models