Generalizing causal effects with noncompliance: Application to deep canvassing experiments
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Zhongren, Huang, Melody |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Sensitivity analysis for principal ignorability violation in estimating complier and noncomplier average causal effects
by: Nguyen, Trang Quynh, et al.
Published: (2023)
by: Nguyen, Trang Quynh, et al.
Published: (2023)
Multiply robust estimation for causal survival analysis with treatment noncompliance
by: Cheng, Chao, et al.
Published: (2023)
by: Cheng, Chao, et al.
Published: (2023)
Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference
by: Huang, Melody, et al.
Published: (2025)
by: Huang, Melody, et al.
Published: (2025)
Identification of complier and noncomplier average causal effects in the presence of latent missing-at-random (LMAR) outcomes: a unifying view and choices of assumptions
by: Nguyen, Trang Quynh, et al.
Published: (2023)
by: Nguyen, Trang Quynh, et al.
Published: (2023)
Overlap violations in external validity
by: Huang, Melody
Published: (2024)
by: Huang, Melody
Published: (2024)
Design-based inference for generalized causal effects in randomized experiments
by: Chen, Xinyuan, et al.
Published: (2026)
by: Chen, Xinyuan, et al.
Published: (2026)
Model-assisted inference for dynamic causal effects in staggered rollout cluster randomized experiments
by: Chen, Xinyuan, et al.
Published: (2025)
by: Chen, Xinyuan, et al.
Published: (2025)
Randomization inference for stepped-wedge designs with noncompliance with application to a palliative care pragmatic trial
by: Zhang, Jeffrey, et al.
Published: (2025)
by: Zhang, Jeffrey, et al.
Published: (2025)
Bounds on causal effects in $2^{K}$ factorial experiments with non-compliance
by: Blackwell, Matthew, et al.
Published: (2024)
by: Blackwell, Matthew, et al.
Published: (2024)
Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data
by: Zhang, Yi, et al.
Published: (2024)
by: Zhang, Yi, et al.
Published: (2024)
Post-selection inference for causal effects after causal discovery
by: Chang, Ting-Hsuan, et al.
Published: (2024)
by: Chang, Ting-Hsuan, et al.
Published: (2024)
Bounds for causal mediation effects
by: Breum, Marie S., et al.
Published: (2025)
by: Breum, Marie S., et al.
Published: (2025)
Modifying causal models to distinguish between transient and lasting causal effects
by: Steele, Russell, et al.
Published: (2026)
by: Steele, Russell, et al.
Published: (2026)
General Bayesian inference for causal effects using covariate balancing procedure
by: Orihara, Shunichiro, et al.
Published: (2024)
by: Orihara, Shunichiro, et al.
Published: (2024)
Sensitivity Analysis for Clustered Observational Studies with an Application to the Effectiveness of Magnet Nursing Hospitals
by: Huang, Melody, et al.
Published: (2025)
by: Huang, Melody, et al.
Published: (2025)
Relative Bias Under Imperfect Identification in Observational Causal Inference
by: Huang, Melody, et al.
Published: (2025)
by: Huang, Melody, et al.
Published: (2025)
Towards Generalizing Inferences from Trials to Target Populations
by: Huang, Melody Y, et al.
Published: (2024)
by: Huang, Melody Y, et al.
Published: (2024)
Design-based theory for causal inference from adaptive experiments
by: Li, Xinran, et al.
Published: (2026)
by: Li, Xinran, et al.
Published: (2026)
Design Sensitivity and Its Implications for Weighted Observational Studies
by: Huang, Melody, et al.
Published: (2023)
by: Huang, Melody, et al.
Published: (2023)
A unified framework for bounding causal effects on the always-survivor and other populations
by: Chen, Aixian, et al.
Published: (2024)
by: Chen, Aixian, et al.
Published: (2024)
A causal fused lasso for interpretable heterogeneous treatment effects estimation
by: Padilla, Oscar Hernan Madrid, et al.
Published: (2021)
by: Padilla, Oscar Hernan Madrid, et al.
Published: (2021)
When are time series predictions causal? The potential system and dynamic causal effects
by: Carlson, Jacob, et al.
Published: (2026)
by: Carlson, Jacob, et al.
Published: (2026)
A comparison of methods for designing hybrid type 2 cluster-randomized trials with continuous effectiveness and implementation endpoints
by: Owen, Melody, et al.
Published: (2025)
by: Owen, Melody, et al.
Published: (2025)
Identification and estimation of causal peer effects using instrumental variables
by: Luo, Shanshan, et al.
Published: (2025)
by: Luo, Shanshan, et al.
Published: (2025)
Bayesian estimation of causal effects from observational categorical data
by: Kvisgaard, Vera, et al.
Published: (2025)
by: Kvisgaard, Vera, et al.
Published: (2025)
The causal effects of modified treatment policies under network interference
by: Balkus, Salvador V., et al.
Published: (2024)
by: Balkus, Salvador V., et al.
Published: (2024)
The role of assignment in defining and identifying causal effects in randomized trials
by: Dahabreh, Issa J., et al.
Published: (2024)
by: Dahabreh, Issa J., et al.
Published: (2024)
Nonparametric identification and efficient estimation of causal effects with instrumental variables
by: Levis, Alexander W., et al.
Published: (2024)
by: Levis, Alexander W., et al.
Published: (2024)
Estimating causal effects of continuous-time dynamic treatments with unmeasured confounders
by: Zhu, Haiyan, et al.
Published: (2026)
by: Zhu, Haiyan, et al.
Published: (2026)
Identifying average causal effect in regression discontinuity design with auxiliary data
by: Feng, Xinqin, et al.
Published: (2024)
by: Feng, Xinqin, et al.
Published: (2024)
Absolute average and median treatment effects as causal estimands on metric spaces
by: Shin, Ha-Young, et al.
Published: (2024)
by: Shin, Ha-Young, et al.
Published: (2024)
Bounding causal effects with an unknown mixture of informative and non-informative missingness
by: Rubinstein, Max, et al.
Published: (2024)
by: Rubinstein, Max, et al.
Published: (2024)
Estimating causal effects of functional treatments with modified functional treatment policies
by: Jiang, Ziren, et al.
Published: (2026)
by: Jiang, Ziren, et al.
Published: (2026)
In defense of MAR over latent ignorability (or latent MAR) for outcome missingness in studying principal causal effects: a causal graph view
by: Nguyen, Trang Quynh
Published: (2024)
by: Nguyen, Trang Quynh
Published: (2024)
Generalizing and transporting causal inferences from randomized trials in the presence of trial engagement effects
by: Ung, Lawson, et al.
Published: (2024)
by: Ung, Lawson, et al.
Published: (2024)
Optimal estimation of generalized causal effects in cluster-randomized trials with multiple outcomes
by: Chen, Xinyuan, et al.
Published: (2026)
by: Chen, Xinyuan, et al.
Published: (2026)
A fine-grained look at causal effects in causal spaces
by: Park, Junhyung, et al.
Published: (2025)
by: Park, Junhyung, et al.
Published: (2025)
Data adaptive covariate balancing for causal effect estimation for high dimensional data
by: De, Simion, et al.
Published: (2025)
by: De, Simion, et al.
Published: (2025)
Identification and efficient estimation of compliance and network causal effects in cluster-randomized trials
by: Cheng, Chao, et al.
Published: (2025)
by: Cheng, Chao, et al.
Published: (2025)
Principled analysis of crossover designs: causal effects, efficient estimation, and robust inference
by: Jiang, Zhichao, et al.
Published: (2025)
by: Jiang, Zhichao, et al.
Published: (2025)
Similar Items
-
Sensitivity analysis for principal ignorability violation in estimating complier and noncomplier average causal effects
by: Nguyen, Trang Quynh, et al.
Published: (2023) -
Multiply robust estimation for causal survival analysis with treatment noncompliance
by: Cheng, Chao, et al.
Published: (2023) -
Distilling heterogeneous treatment effects: Stable subgroup estimation in causal inference
by: Huang, Melody, et al.
Published: (2025) -
Identification of complier and noncomplier average causal effects in the presence of latent missing-at-random (LMAR) outcomes: a unifying view and choices of assumptions
by: Nguyen, Trang Quynh, et al.
Published: (2023) -
Overlap violations in external validity
by: Huang, Melody
Published: (2024)