Estimation of heterogeneous principal effects under principal ignorability
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Rui, Doss, Charles R., Huling, Jared D. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Partial identification of principal causal effects under violations of principal ignorability
by: Wu, Minxuan, et al.
Published: (2024)
by: Wu, Minxuan, et al.
Published: (2024)
Principal stratification with U-statistics under principal ignorability
by: Chen, Xinyuan, et al.
Published: (2024)
by: Chen, Xinyuan, 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)
Modified treatment policy effect estimation with weighted energy distance
by: Jiang, Ziren, et al.
Published: (2023)
by: Jiang, Ziren, et al.
Published: (2023)
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)
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)
Identification and multiply robust estimation in causal mediation analysis across principal strata
by: Cheng, Chao, et al.
Published: (2023)
by: Cheng, Chao, et al.
Published: (2023)
Statistical description and dimension reduction of continuous time categorical trajectories with multivariate functional principal components
by: Cardot, Hervé, et al.
Published: (2025)
by: Cardot, Hervé, et al.
Published: (2025)
Estimating heterogeneous treatment effects with survival outcomes via a deep survival learner
by: Sun, Yuming, et al.
Published: (2026)
by: Sun, Yuming, et al.
Published: (2026)
Multipopulation mortality modelling and forecasting: The multivariate functional principal component with time weightings approaches
by: Lam, Ka Kin, et al.
Published: (2021)
by: Lam, Ka Kin, et al.
Published: (2021)
Partially Retargeted Balancing Weights for Causal Effect Estimation Under Positivity Violations
by: Barnard, Martha, et al.
Published: (2025)
by: Barnard, Martha, et al.
Published: (2025)
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysis
by: Ma, Ziling, et al.
Published: (2025)
by: Ma, Ziling, et al.
Published: (2025)
Improving RCT-Based CATE Estimation Under Covariate Mismatch via Double Calibration
by: Pal, Samhita, et al.
Published: (2026)
by: Pal, Samhita, et al.
Published: (2026)
On the use of the Gram matrix for multivariate functional principal components analysis
by: Golovkine, Steven, et al.
Published: (2023)
by: Golovkine, Steven, et al.
Published: (2023)
On the estimation of the number of components in multivariate functional principal component analysis
by: Golovkine, Steven, et al.
Published: (2023)
by: Golovkine, Steven, et al.
Published: (2023)
Robust inference for risk heterogeneity under group imbalance
by: Xu, Mengqi, et al.
Published: (2026)
by: Xu, Mengqi, et al.
Published: (2026)
Sharp Bounds for Treatment Effect Generalization under Outcome Distribution Shift
by: Asiaee, Amir, et al.
Published: (2026)
by: Asiaee, Amir, et al.
Published: (2026)
Heterogeneity-Aware Regression with Nonparametric Estimation and Structured Selection for Hospital Readmission Prediction
by: Wang, Wei, et al.
Published: (2025)
by: Wang, Wei, et al.
Published: (2025)
Robust estimation of heterogeneous treatment effects in randomized trials leveraging external data
by: Karlsson, Rickard, et al.
Published: (2025)
by: Karlsson, Rickard, et al.
Published: (2025)
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)
Omitted-Variable Sensitivity Analysis for Generalizing Randomized Trials
by: Asiaee, Amir, et al.
Published: (2026)
by: Asiaee, Amir, et al.
Published: (2026)
Doubly robust pointwise confidence intervals for a monotonic continuous treatment effect curve
by: Doss, Charles R.
Published: (2025)
by: Doss, Charles R.
Published: (2025)
Counterfactual fairness for small subgroups
by: Wastvedt, Solvejg, et al.
Published: (2023)
by: Wastvedt, Solvejg, et al.
Published: (2023)
A Unified Framework for Causal Estimand Selection
by: Barnard, Martha, et al.
Published: (2024)
by: Barnard, Martha, et al.
Published: (2024)
Bayesian Additive Distribution Regression
by: Linero, Antonio R., et al.
Published: (2026)
by: Linero, Antonio R., et al.
Published: (2026)
Functional effects models: Accounting for preference heterogeneity in panel data with machine learning
by: Salvadé, Nicolas, et al.
Published: (2025)
by: Salvadé, Nicolas, et al.
Published: (2025)
Exploring the effects of mechanical ventilator settings with modified vector-valued treatment policies
by: Jiang, Ziren, et al.
Published: (2025)
by: Jiang, Ziren, et al.
Published: (2025)
Targeting relative risk heterogeneity with causal forests
by: Shirvaikar, Vik, et al.
Published: (2023)
by: Shirvaikar, Vik, et al.
Published: (2023)
Qini Curve Estimation under Clustered Network Interference
by: Karlsson, Rickard, et al.
Published: (2025)
by: Karlsson, Rickard, et al.
Published: (2025)
Targeted learning of heterogeneous treatment effect curves for right censored or left truncated time-to-event data
by: Pryce, Matthew, et al.
Published: (2026)
by: Pryce, Matthew, et al.
Published: (2026)
Nonparametric learning of heterogeneous graphical model on network-linked data
by: Wang, Yuwen, et al.
Published: (2025)
by: Wang, Yuwen, et al.
Published: (2025)
Bayesian Sensitivity of Causal Inference Estimators under Evidence-Based Priors
by: Dhawan, Nikita, et al.
Published: (2026)
by: Dhawan, Nikita, et al.
Published: (2026)
Identification and Estimation under Multiple Versions of Treatment: Mixture-of-Experts Approach
by: Yoshikawa, Kohei, et al.
Published: (2026)
by: Yoshikawa, Kohei, et al.
Published: (2026)
The curse of isotropy: from principal components to principal subspaces
by: Szwagier, Tom, et al.
Published: (2023)
by: Szwagier, Tom, et al.
Published: (2023)
Estimating network-mediated causal effects via principal components network regression
by: Hayes, Alex, et al.
Published: (2022)
by: Hayes, Alex, et al.
Published: (2022)
Dimension-reduced Reconstruction Map Learning for Parameter Estimation in Likelihood-Free Inference Problems
by: Zhang, Rui, et al.
Published: (2024)
by: Zhang, Rui, et al.
Published: (2024)
Probit Monotone BART
by: Fisher, Jared D.
Published: (2025)
by: Fisher, Jared D.
Published: (2025)
A Bayesian Classification Trees Approach to Treatment Effect Variation with Noncompliance
by: Fisher, Jared D., et al.
Published: (2024)
by: Fisher, Jared D., et al.
Published: (2024)
Bayesian implementation of Targeted Maximum Likelihood Estimation for uncertainty quantification in causal effect estimation
by: Nannapaneni, Saideep, et al.
Published: (2025)
by: Nannapaneni, Saideep, et al.
Published: (2025)
Learning Multi-type heterogeneous interacting particle systems
by: Lang, Quanjun, et al.
Published: (2026)
by: Lang, Quanjun, et al.
Published: (2026)
Similar Items
-
Partial identification of principal causal effects under violations of principal ignorability
by: Wu, Minxuan, et al.
Published: (2024) -
Principal stratification with U-statistics under principal ignorability
by: Chen, Xinyuan, et al.
Published: (2024) -
Estimating causal effects of functional treatments with modified functional treatment policies
by: Jiang, Ziren, et al.
Published: (2026) -
Modified treatment policy effect estimation with weighted energy distance
by: Jiang, Ziren, et al.
Published: (2023) -
Data adaptive covariate balancing for causal effect estimation for high dimensional data
by: De, Simion, et al.
Published: (2025)