conftrace_

panel datum

9 papers

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Co-occurring keywords

causal inference (1630) synthetic control (16) treatment effect (134) type i error (17) cross-sectional dependency (1) misspecification error (5) linear combination (13) observational panel datum (1) longitudinal datum (33) interactive effects model (1)

Papers

On the Misspecification of Linear Assumptions in Synthetic Controls AISTATS 2024
Adaptive Principal Component Regression with Applications to Panel Data NIPS 2023
A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022
Learning Treatment Effects in Panels with General Intervention Patterns NIPS 2021
Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors JMLR 2021
A variational approximation for analyzing the dynamics of panel data UAI 2021
Coresets for Regressions with Panel Data NIPS 2020
Dynamical Systems Theory for Causal Inference with Application to Synthetic Control Methods AISTATS 2020