Econometric causality: the central role of thought experiments

DOI10.1016/j.jeconom.2024.105719MaRDI QIDQ6600031

Rodrigo Pinto, James J. Heckman

Publication date: 6 September 2024

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

zbMATH Keywords

causalitycausal inferencedirected acyclic graphsstructural equation modelssimultaneous causality

Mathematics Subject Classification ID

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

Cites Work

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• Estimating the Technology of Cognitive and Noncognitive Skill Formation
• Estimating treatment effects for discrete outcomes when responses to treatment vary: an application to Norwegian vocational rehabilitation programs
• Identification of binary choice models with social interactions
• Identification, inference and sensitivity analysis for causal mediation effects
• Causal inference in statistics: an overview
• Alternative methods for evaluating the impact of interventions. An overview
• Bayesian inference for causal effects: The role of randomization
• Nonparametric identification and estimation of polychotomous choice models
• The method of path coefficients.
• Semiparametric Difference-in-Differences Estimators
• Principal Stratification in Causal Inference
• Identification of Causal Effects Using Instrumental Variables
• Identification of Endogenous Social Effects: The Reflection Problem
• Econometric Causality
• A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data
• Identification in Nonparametric Simultaneous Equations Models
• The central role of the propensity score in observational studies for causal effects
• On the Nature and Discovery of Structure
• Statistics and Causal Inference
• Causal diagrams for empirical research
• Properties of Diagnostic Data Distributions
• Dummy Endogenous Variables in a Simultaneous Equation System
• Sample Selection Bias as a Specification Error
• Identification and Estimation of Local Average Treatment Effects
• Incomplete Simultaneous Discrete Response Model with Multiple Equilibria
• How Much Should We Trust Differences-In-Differences Estimates?
• Characterizing Selection Bias Using Experimental Data
• Estimating Labor Supply Responses Using Tax Reforms
• Estimation of Nonparametric Models With Simultaneity
• Unordered Monotonicity
• Identifying Effects of Multivalued Treatments
• A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect
• CAUSAL ANALYSIS AFTER HAAVELMO
• Identifying independence in bayesian networks
• Causal Inference for Statistics, Social, and Biomedical Sciences
• Iterative Estimation of a Set of Linear Regression Equations
• Structural Equations, Treatment Effects, and Econometric Policy Evaluation1
• Cross Section and Panel Data Estimators for Nonseparable Models with Endogenous Regressors
• Independence, Monotonicity, and Latent Index Models: An Equivalence Result
• The Dynamics of Productivity in the Telecommunications Equipment Industry
• The Estimation of the Parameters of a Linear Regression System Obeying Two Separate Regimes
• The Statistical Implications of a System of Simultaneous Equations
• The Probability Approach in Econometrics
• Handbook of econometrics. Vol. 5
• Econometrics

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