Saved in:
| Main Authors: | Montoya, Lina M., Geng, Elvin H., Valancius, Michael, Kosorok, Michael R., Petersen, Maya L. |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2408.14691 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Effects Among the Affected
by: Lina M. Montoya, et al.
Published: (2025)
by: Lina M. Montoya, et al.
Published: (2025)
Cost Effectiveness Analyses for Sequential Multiple Assignment Randomized Trials
by: Montoya, Lina M., et al.
Published: (2025)
by: Montoya, Lina M., et al.
Published: (2025)
Confidence Regions for Multiple Outcomes, Effect Modifiers, and Other Multiple Comparisons
by: Zivich, Paul N, et al.
Published: (2025)
by: Zivich, Paul N, et al.
Published: (2025)
Weighted NPMLE for the Marginal Mean of Recurrent Events with a Competing Terminal Event
by: Bellach, Anna, et al.
Published: (2026)
by: Bellach, Anna, et al.
Published: (2026)
An optimal dynamic treatment regime estimator for indefinite-horizon survival outcomes
by: She, Jane, et al.
Published: (2025)
by: She, Jane, et al.
Published: (2025)
Linear Regression Using Principal Components from General Hilbert-Space-Valued Covariates
by: Li, Xinyi, et al.
Published: (2025)
by: Li, Xinyi, et al.
Published: (2025)
Distributional Random Forests for Complex Survey Designs on Reproducing Kernel Hilbert Spaces
by: Zou, Yating, et al.
Published: (2025)
by: Zou, Yating, et al.
Published: (2025)
Uncertainty quantification for intervals
by: Meixide, Carlos García, et al.
Published: (2024)
by: Meixide, Carlos García, et al.
Published: (2024)
Estimation and Evaluation of the Resource-Constrained Optimal Dynamic Treatment Rule: An Application to HIV Care Retention
by: Montoya, Lina M., et al.
Published: (2025)
by: Montoya, Lina M., et al.
Published: (2025)
Optimal individualized treatment regimes for survival data with competing risks
by: Zhou, Christina W., et al.
Published: (2024)
by: Zhou, Christina W., et al.
Published: (2024)
Medical Knowledge Integration into Reinforcement Learning Algorithms for Dynamic Treatment Regimes
by: Yazzourh, Sophia, et al.
Published: (2024)
by: Yazzourh, Sophia, et al.
Published: (2024)
A Flexible Framework for Incorporating Patient Preferences Into Q-Learning
by: Zitovsky, Joshua P., et al.
Published: (2023)
by: Zitovsky, Joshua P., et al.
Published: (2023)
Neural interval-censored survival regression with feature selection
by: Meixide, Carlos García, et al.
Published: (2022)
by: Meixide, Carlos García, et al.
Published: (2022)
Provable Offline Reinforcement Learning for Structured Cyclic MDPs
by: Lee, Kyungbok, et al.
Published: (2026)
by: Lee, Kyungbok, et al.
Published: (2026)
A Review of Methods and Practices for Missing Data in Sequential Multiple Assignment Randomized Trials (SMARTs): An Ancillary Study of a Scoping Review
by: Freeman, Nikki L. B., et al.
Published: (2026)
by: Freeman, Nikki L. B., et al.
Published: (2026)
When exposure affects subgroup membership: Framing relevant causal questions in perinatal epidemiology and beyond
by: Gupta, Shalika, et al.
Published: (2024)
by: Gupta, Shalika, et al.
Published: (2024)
The Causal Roadmap and Simulations to Improve the Rigor and Reproducibility of Real-Data Applications
by: Nance, Nerissa, et al.
Published: (2023)
by: Nance, Nerissa, et al.
Published: (2023)
An Online Meta-Level Adaptive Design Framework with Targeted Learning Inference: Applications to Evaluating and Utilizing Surrogate Outcomes in Adaptive Designs
by: Zhang, Wenxin, et al.
Published: (2024)
by: Zhang, Wenxin, et al.
Published: (2024)
Machine learning to optimize precision in the analysis of randomized trials: A journey in pre-specified, yet data-adaptive learning
by: Balzer, Laura B., et al.
Published: (2025)
by: Balzer, Laura B., et al.
Published: (2025)
Hazard-Based Targeted Maximum Likelihood Estimation for Survival in Resampling Designs
by: Landsiedel, Kirsten E., et al.
Published: (2025)
by: Landsiedel, Kirsten E., et al.
Published: (2025)
Constructing a T-test for Value Function Comparison of Individualized Treatment Regimes in the Presence of Multiple Imputation for Missing Data
by: Lu, Minxin, et al.
Published: (2023)
by: Lu, Minxin, et al.
Published: (2023)
Constructing targeted minimum loss/maximum likelihood estimators: a simple illustration to build intuition
by: Ross, Rachael K., et al.
Published: (2025)
by: Ross, Rachael K., et al.
Published: (2025)
Pulling back the curtain: the road from statistical estimand to machine-learning based estimator for epidemiologists (no wizard required)
by: Renson, Audrey, et al.
Published: (2025)
by: Renson, Audrey, et al.
Published: (2025)
Improving the Efficiency of Subgroup Analysis in Randomized Controlled Trials with TMLE
by: Qiu, Sky, et al.
Published: (2026)
by: Qiu, Sky, et al.
Published: (2026)
Conjugating Variational Inference for Large Mixed Multinomial Logit Models and Consumer Choice
by: Zhang, Weiben, et al.
Published: (2026)
by: Zhang, Weiben, et al.
Published: (2026)
On the Comparative Analysis of Average Treatment Effects Estimation via Data Combination
by: Wu, Peng, et al.
Published: (2023)
by: Wu, Peng, et al.
Published: (2023)
Experiment-selector cross-validated targeted maximum likelihood estimator for hybrid RCT-external data studies
by: Dang, Lauren Eyler, et al.
Published: (2022)
by: Dang, Lauren Eyler, et al.
Published: (2022)
Are you doing better than random guessing? A call for using negative controls when evaluating causal discovery algorithms
by: Petersen, Anne Helby
Published: (2024)
by: Petersen, Anne Helby
Published: (2024)
Mediation Analyses for the Effect of Antibodies in Vaccination
by: Fay, Michael P., et al.
Published: (2022)
by: Fay, Michael P., et al.
Published: (2022)
Identifying Treatment and Spillover Effects Using Exposure Contrasts
by: Leung, Michael P.
Published: (2024)
by: Leung, Michael P.
Published: (2024)
Measuring What Cannot Be Surveyed: LLMs as Instruments for Latent Cognitive Variables in Labor Economics
by: Maya, Cristian Espinal
Published: (2026)
by: Maya, Cristian Espinal
Published: (2026)
On Anticipation Effect in Stepped Wedge Cluster Randomized Trials
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
meval: A Statistical Toolbox for Fine-Grained Model Performance Analysis
by: Sutariya, Dishantkumar, et al.
Published: (2025)
by: Sutariya, Dishantkumar, et al.
Published: (2025)
Testing procedures based on maximum likelihood estimation for Marked Hawkes processes
by: Bonnet, Anna, et al.
Published: (2024)
by: Bonnet, Anna, et al.
Published: (2024)
Inference on state occupancy in covariate-driven hidden Markov models
by: Vienken, Maya N., et al.
Published: (2025)
by: Vienken, Maya N., et al.
Published: (2025)
Reyes's I: Measuring Spatial Autocorrelation in Compositions
by: Buitrago, Lina, et al.
Published: (2025)
by: Buitrago, Lina, et al.
Published: (2025)
Inference for Fréchet Regression
by: Song, Wookyeong, et al.
Published: (2026)
by: Song, Wookyeong, et al.
Published: (2026)
Score-Based Causal Discovery with Temporal Background Information
by: Larsen, Tobias Ellegaard, et al.
Published: (2025)
by: Larsen, Tobias Ellegaard, et al.
Published: (2025)
Gradient Boosting for Spatial Panel Models with Random and Fixed Effects
by: Balzer, Michael, et al.
Published: (2026)
by: Balzer, Michael, et al.
Published: (2026)
Recoverability of Causal Effects under Presence of Missing Data: a Longitudinal Case Study
by: Holovchak, Anastasiia, et al.
Published: (2024)
by: Holovchak, Anastasiia, et al.
Published: (2024)
Similar Items
-
Effects Among the Affected
by: Lina M. Montoya, et al.
Published: (2025) -
Cost Effectiveness Analyses for Sequential Multiple Assignment Randomized Trials
by: Montoya, Lina M., et al.
Published: (2025) -
Confidence Regions for Multiple Outcomes, Effect Modifiers, and Other Multiple Comparisons
by: Zivich, Paul N, et al.
Published: (2025) -
Weighted NPMLE for the Marginal Mean of Recurrent Events with a Competing Terminal Event
by: Bellach, Anna, et al.
Published: (2026) -
An optimal dynamic treatment regime estimator for indefinite-horizon survival outcomes
by: She, Jane, et al.
Published: (2025)