Causal Models for Longitudinal and Panel Data: A Survey
Fuente:
arXiv
Saved in:
| Main Authors: | Arkhangelsky, Dmitry, Imbens, Guido |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Design-Robust Two-Way-Fixed-Effects Regression For Panel Data
by: Arkhangelsky, Dmitry, et al.
Published: (2021)
by: Arkhangelsky, Dmitry, et al.
Published: (2021)
Estimating Variances for Causal Panel Data Estimators
by: Almeida, Alexander, et al.
Published: (2025)
by: Almeida, Alexander, et al.
Published: (2025)
Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2018)
by: Arkhangelsky, Dmitry, et al.
Published: (2018)
Identification of Average Treatment Effects in Nonparametric Panel Models
by: Athey, Susan, et al.
Published: (2025)
by: Athey, Susan, et al.
Published: (2025)
Sequential Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2024)
by: Arkhangelsky, Dmitry, et al.
Published: (2024)
Triply Robust Panel Estimators
by: Athey, Susan, et al.
Published: (2025)
by: Athey, Susan, et al.
Published: (2025)
Long-Term Causal Inference with Many Noisy Proxies
by: Lal, Apoorva, et al.
Published: (2026)
by: Lal, Apoorva, et al.
Published: (2026)
On Policy Evaluation with Aggregate Time-Series Shocks
by: Arkhangelsky, Dmitry, et al.
Published: (2019)
by: Arkhangelsky, Dmitry, et al.
Published: (2019)
Long-term Causal Inference Under Persistent Confounding via Data Combination
by: Imbens, Guido, et al.
Published: (2022)
by: Imbens, Guido, et al.
Published: (2022)
Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)?
by: Imbens, Guido, et al.
Published: (2024)
by: Imbens, Guido, et al.
Published: (2024)
Using Experiments to Correct for Selection in Observational Studies
by: Athey, Susan, et al.
Published: (2020)
by: Athey, Susan, et al.
Published: (2020)
PLRD: Partially Linear Regression Discontinuity Inference
by: Ghosh, Aditya, et al.
Published: (2025)
by: Ghosh, Aditya, et al.
Published: (2025)
Admissibility of Completely Randomized Trials: A Large-Deviation Approach
by: Imbens, Guido, et al.
Published: (2025)
by: Imbens, Guido, et al.
Published: (2025)
Cross-Validated Causal Inference: a Modern Method to Combine Experimental and Observational Data
by: Yang, Xuelin, et al.
Published: (2025)
by: Yang, Xuelin, et al.
Published: (2025)
Computationally Efficient Estimation of Large Probit Models
by: Ding, Patrick, et al.
Published: (2024)
by: Ding, Patrick, et al.
Published: (2024)
Exact P-values for Network Interference
by: Athey, Susan, et al.
Published: (2015)
by: Athey, Susan, et al.
Published: (2015)
Causal clustering: design of cluster experiments under network interference
by: Viviano, Davide, et al.
Published: (2023)
by: Viviano, Davide, et al.
Published: (2023)
Using Multiple Outcomes to Adjust Standard Errors for Spatial Correlation
by: DellaVigna, Stefano, et al.
Published: (2025)
by: DellaVigna, Stefano, et al.
Published: (2025)
Forecasting Algorithms for Causal Inference with Panel Data
by: Goldin, Jacob, et al.
Published: (2022)
by: Goldin, Jacob, et al.
Published: (2022)
Semiparametric Estimation of Treatment Effects in Observational Studies with Heterogeneous Partial Interference
by: Qu, Zhaonan, et al.
Published: (2021)
by: Qu, Zhaonan, et al.
Published: (2021)
Estimating Treatment Effects using Multiple Surrogates: The Role of the Surrogate Score and the Surrogate Index
by: Athey, Susan, et al.
Published: (2016)
by: Athey, Susan, et al.
Published: (2016)
Efficient Bias Correction for Cross-section and Panel Data
by: Hahn, Jinyong, et al.
Published: (2022)
by: Hahn, Jinyong, et al.
Published: (2022)
P-CRE-DML: A Novel Approach for Causal Inference in Non-Linear Panel Data
by: Sharma, Amarendra
Published: (2025)
by: Sharma, Amarendra
Published: (2025)
Beyond Parallel Trends: An Identification-Strategy-Robust Approach to Causal Inference with Panel Data
by: Callaway, Brantly, et al.
Published: (2025)
by: Callaway, Brantly, et al.
Published: (2025)
Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data
by: Alinezhad, Farbod, et al.
Published: (2026)
by: Alinezhad, Farbod, et al.
Published: (2026)
Heterogeneous Autoregressions in Short T Panel Data Models
by: Pesaran, M. Hashem, et al.
Published: (2023)
by: Pesaran, M. Hashem, et al.
Published: (2023)
Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models
by: Zhou, Guanhao, et al.
Published: (2025)
by: Zhou, Guanhao, et al.
Published: (2025)
Model Selection in Panel Data Models: A Generalization of the Vuong Test
by: Hahn, Jinyong, et al.
Published: (2026)
by: Hahn, Jinyong, et al.
Published: (2026)
Estimation of Panel Data Models with Nonlinear Factor Structure
by: Maschmann, Christina, et al.
Published: (2025)
by: Maschmann, Christina, et al.
Published: (2025)
Low-Rank Estimation of Nonlinear Panel Data Models
by: Yao, Kan
Published: (2025)
by: Yao, Kan
Published: (2025)
Estimation and Inference for Three-Dimensional Panel Data Models
by: Feng, Guohua, et al.
Published: (2024)
by: Feng, Guohua, et al.
Published: (2024)
Minimum Distance Estimation of Quantile Panel Data Models
by: Melly, Blaise, et al.
Published: (2025)
by: Melly, Blaise, et al.
Published: (2025)
Slow Movers in Panel Data
by: Sasaki, Yuya, et al.
Published: (2021)
by: Sasaki, Yuya, et al.
Published: (2021)
Bounds on Average Effects in Discrete Choice Panel Data Models
by: Pakel, Cavit, et al.
Published: (2023)
by: Pakel, Cavit, et al.
Published: (2023)
Testing for Restricted Stochastic Dominance under Survey Nonresponse with Panel Data: Theory and an Evaluation of Poverty in Australia
by: Tabri, Rami V., et al.
Published: (2024)
by: Tabri, Rami V., et al.
Published: (2024)
Inference in Unbalanced Panel Data Models with Interactive Fixed Effects
by: Czarnowske, Daniel, et al.
Published: (2020)
by: Czarnowske, Daniel, et al.
Published: (2020)
Robust Estimation and Inference for High-Dimensional Panel Data Models
by: Gao, Jiti, et al.
Published: (2024)
by: Gao, Jiti, et al.
Published: (2024)
Interactive Effects Panel Data Models with General Factors and Regressors
by: Peng, Bin, et al.
Published: (2021)
by: Peng, Bin, et al.
Published: (2021)
IV Estimation of Panel Data Tobit Models with Normal Errors
by: Honore, Bo E.
Published: (2024)
by: Honore, Bo E.
Published: (2024)
Analysis of Multiple Long-Run Relations in Panel Data Models
by: Chudik, Alexander, et al.
Published: (2025)
by: Chudik, Alexander, et al.
Published: (2025)
Similar Items
-
Design-Robust Two-Way-Fixed-Effects Regression For Panel Data
by: Arkhangelsky, Dmitry, et al.
Published: (2021) -
Estimating Variances for Causal Panel Data Estimators
by: Almeida, Alexander, et al.
Published: (2025) -
Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2018) -
Identification of Average Treatment Effects in Nonparametric Panel Models
by: Athey, Susan, et al.
Published: (2025) -
Sequential Synthetic Difference in Differences
by: Arkhangelsky, Dmitry, et al.
Published: (2024)