The identification region of the potential outcome distributions under instrument independence

DOI10.1016/j.jeconom.2021.03.006OpenAlexW4229788572MaRDI QIDQ2236893

Toru Kitagawa

Publication date: 26 October 2021

Published in: Journal of Econometrics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jeconom.2021.03.006

zbMATH Keywords

instrumental variablestreatment effectspartial identification

Mathematics Subject Classification ID

Statistics (62-XX) Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Related Items (1)

Identification and estimation of triangular models with a binary treatment

Cites Work

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• Sharp bounds on treatment effects in a binary triangular system
• Partial identification of functionals of the joint distribution of ``potential outcomes
• Bounds on ATE with discrete outcomes
• Semiparametric bounds on treatment effects
• Partial identification using random set theory
• Asymptotic efficiency in semi-parametric models with censoring
• Partial identification of probability distributions.
• Instrumental variables and the sign of the average treatment effect
• Partial identification of the treatment effect distribution and its functionals
• Partial Identification in Triangular Systems of Equations With Binary Dependent Variables
• Identification of Causal Effects Using Instrumental Variables
• Bounds on Causal Effects in Three-Arm Trials With Non-Compliance
• Instrumental Variable Models for Discrete Outcomes
• SHARP BOUNDS ON THE DISTRIBUTION OF TREATMENT EFFECTS AND THEIR STATISTICAL INFERENCE
• Identification and Estimation of Triangular Simultaneous Equations Models Without Additivity
• Identification and Estimation of Local Average Treatment Effects
• Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts
• Estimating Outcome Distributions for Compliers in Instrumental Variables Models
• Bounds on Treatment Effects From Studies With Imperfect Compliance
• Tolerating defiance? Local average treatment effects without monotonicity
• Counterfactual mapping and individual treatment effects in nonseparable models with binary endogeneity
• A Test for Instrument Validity
• Generalized Instrumental Variable Models
• Using Instrumental Variables for Inference About Policy Relevant Treatment Parameters
• An instrumental variable model of multiple discrete choice
• Instrumental Variable Estimators for Binary Outcomes
• Partial Identification of the Average Treatment Effect Using Instrumental Variables: Review of Methods for Binary Instruments, Treatments, and Outcomes
• Generalized instrumental inequalities: testing the instrumental variable independence assumption
• Nonparametric Identification under Discrete Variation
• Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
• An IV Model of Quantile Treatment Effects
• Dummy Endogenous Variables in Weakly Separable Models
• Identification in Nonseparable Models
• Independence, Monotonicity, and Latent Index Models: An Equivalence Result
• Identification and Inference in Nonlinear Difference-in-Differences Models
• The Identification of Structural Characteristics

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