Cover Image

Difference-in-Differences using Double Negative Controls and Graph Neural Networks for Unmeasured Network Confounding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Zihan, Fu, Lianyan, Wang, Dehui
Format:	Preprint
Published:	2026
Subjects:	Econometrics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Graph Neural Networks for Generalized Mundlak Estimator under Network Confounding
by: Fu, Lianyan, et al.
Published: (2026)

Graph Neural Networks for Causal Inference Under Network Confounding
by: Leung, Michael P., et al.
Published: (2022)

The Role of Measured Covariates in Assessing Sensitivity to Unmeasured Confounding
by: Dalal, Abhinandan, et al.
Published: (2026)

Quantile-Optimal Policy Learning under Unmeasured Confounding
by: Chen, Zhongren, et al.
Published: (2025)

Identification and Estimation of Staggered Difference-in-Differences with Network Spillovers
by: Tagawa, Hayato
Published: (2026)

Difference-in-Differences with Time-varying Continuous Treatments using Double/Debiased Machine Learning
by: Haddad, Michel F. C., et al.
Published: (2024)

Difference-in-Differences Meets Synthetic Control: Doubly Robust Identification and Estimation
by: Sun, Yixiao, et al.
Published: (2025)

Good Controls Gone Bad: Difference-in-Differences with Covariates
by: Karim, Sunny, et al.
Published: (2024)

Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity
by: Wang, Yike, et al.
Published: (2024)

Difference-in-Differences with Interference
by: Xu, Ruonan
Published: (2023)

Sensitivity Analysis for Treatment Effects in Difference-in-Differences Models using Riesz Representation
by: Bach, Philipp, et al.
Published: (2025)

Conditional Triple Difference-in-Differences
by: Leventer, Dor
Published: (2025)

Difference-in-Differences with Interval Data
by: Kurisu, Daisuke, et al.
Published: (2025)

Sequential Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2024)

Difference-in-Differences with Compositional Changes
by: Sant'Anna, Pedro H. C., et al.
Published: (2023)

Difference-in-Differences with Sample Selection
by: Rathnayake, Gayani, et al.
Published: (2024)

Difference-in-Differences with Multiple Events
by: Tsai, Lin-Tung
Published: (2024)

Difference-in-Differences with Unpoolable Data
by: Karim, Sunny, et al.
Published: (2024)

Triple Instrumented Difference-in-Differences
by: Miyaji, Sho
Published: (2025)

MSE-Optimal Difference-in-Differences Estimator
by: Igarashi, Yamato
Published: (2026)

Doubly Robust Instrumented Difference-in-Differences
by: Raaschou-Pedersen, Jonas Skjold
Published: (2026)

Difference-in-Differences with a Continuous Treatment
by: Callaway, Brantly, et al.
Published: (2021)

Difference in Differences with Time-Varying Covariates
by: Caetano, Carolina, et al.
Published: (2022)

Covariate-Balanced Weighted Stacked Difference-in-Differences
by: Ustyuzhanin, Vadim
Published: (2026)

Difference-in-Differences Estimators of Intertemporal Treatment Effects
by: de Chaisemartin, Clément, et al.
Published: (2020)

Instrumented Difference-in-Differences with Heterogeneous Treatment Effects
by: Miyaji, Sho
Published: (2024)

Difference-in-Differences Estimators with Continuous Treatments and no Stayers
by: de Chaisemartin, Clément, et al.
Published: (2024)

Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2018)

The Chained Difference-in-Differences
by: Bellégo, Christophe, et al.
Published: (2023)

Factorial Difference-in-Differences
by: Xu, Yiqing, et al.
Published: (2024)

Synthetic Difference in Differences for Repeated Cross-Sectional Data
by: Morin, Yoann
Published: (2024)

Difference-in-Differences Estimators When No Unit Remains Untreated
by: de Chaisemartin, Clément, et al.
Published: (2024)

Distributional Difference-in-Differences Models with Multiple Time Periods
by: Ciaccio, Andrea
Published: (2024)

Catching Bid-rigging Cartels with Graph Attention Neural Networks
by: Imhof, David, et al.
Published: (2025)

Difference-in-Differences Estimators for Treatments Continuously Distributed at Every Period
by: de Chaisemartin, Clément, et al.
Published: (2022)

Difference-in-Differences when Parallel Trends Holds Conditional on Covariates
by: Caetano, Carolina, et al.
Published: (2024)

Difference-in-Differences in the Presence of Unknown Interference
by: Mealli, Fabrizia, et al.
Published: (2025)

Testing the Significance of the Difference-in-Differences Coefficient via Doubly Randomised Inference
by: Halkiewicz, Stanisław Marek Sergiusz, et al.
Published: (2025)

Evaluating the Impact of Regulatory Policies on Social Welfare in Difference-in-Difference Settings
by: Ghanem, Dalia, et al.
Published: (2023)

Difference-in-differences for mediation analysis using double machine learning
by: Huber, Martin, et al.
Published: (2026)