Adaptive Selection of the Optimal Strategy to Improve Precision and Power in Randomized Trials
Fuente:
arXiv
Saved in:
| Main Authors: | Balzer, Laura B., Cai, Erica, Garraza, Lucas Godoy, Amaranath, Pracheta |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Does fertility affect woman's labor force participation in low- and middle-income settings? Findings from a Bayesian nonparametric analysis
by: Garraza, Lucas Godoy, et al.
Published: (2025)
by: Garraza, Lucas Godoy, et al.
Published: (2025)
Improving Generative Methods for Causal Evaluation via Simulation-Based Inference
by: Amaranath, Pracheta, et al.
Published: (2025)
by: Amaranath, Pracheta, et al.
Published: (2025)
Combining BART and Principal Stratification to estimate the effect of intermediate variables on primary outcomes with application to estimating the effect of family planning on employment in Nigeria and Senegal
by: Garraza, Lucas Godoy, et al.
Published: (2024)
by: Garraza, Lucas Godoy, et al.
Published: (2024)
Combining BART and Principal Stratification to estimate the effect of intermediate on primary outcomes with application to estimating the effect of family planning on employment in sub-Saharan Africa
by: Garraza, Lucas Godoy, et al.
Published: (2024)
by: Garraza, Lucas Godoy, et al.
Published: (2024)
Toward Valid Generative Clinical Trial Data with Survival Endpoints
by: Chassat, Perrine, et al.
Published: (2025)
by: Chassat, Perrine, et al.
Published: (2025)
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions
by: Deliu, Nina, et al.
Published: (2022)
by: Deliu, Nina, et al.
Published: (2022)
Prognostic Covariate Adjustment for Logistic Regression in Randomized Controlled Trials
by: Li, Yunfan, et al.
Published: (2024)
by: Li, Yunfan, et al.
Published: (2024)
A Causal Machine Learning Framework for Treatment Personalization in Clinical Trials: Application to Ulcerative Colitis
by: Minoccheri, Cristian, et al.
Published: (2026)
by: Minoccheri, Cristian, et al.
Published: (2026)
Predicting Electricity Consumption with Random Walks on Gaussian Processes
by: Hashimoto-Cullen, Chloé, et al.
Published: (2024)
by: Hashimoto-Cullen, Chloé, et al.
Published: (2024)
On Model-Based Clustering With Entropic Optimal Transport
by: Mena, Gonzalo
Published: (2026)
by: Mena, Gonzalo
Published: (2026)
Safe and Interpretable Estimation of Optimal Treatment Regimes
by: Parikh, Harsh, et al.
Published: (2023)
by: Parikh, Harsh, et al.
Published: (2023)
Nonlinear Principal Component Analysis with Random Bernoulli Features for Process Monitoring
by: Chen, Ke, et al.
Published: (2025)
by: Chen, Ke, et al.
Published: (2025)
Efficient Generative Modeling via Penalized Optimal Transport Network
by: Lu, Wenhui Sophia, et al.
Published: (2024)
by: Lu, Wenhui Sophia, et al.
Published: (2024)
Conformal Selective Prediction with General Risk Control
by: Bai, Tian, et al.
Published: (2026)
by: Bai, Tian, et al.
Published: (2026)
Fit CATE Once: Model-Assisted Randomization Tests Without Sample Splitting
by: Zheng, Fangnan, et al.
Published: (2026)
by: Zheng, Fangnan, et al.
Published: (2026)
A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random
by: Ho, Binh H., et al.
Published: (2025)
by: Ho, Binh H., et al.
Published: (2025)
Changepoint Detection As Model Selection: A General Framework
by: Grantham, Michael, et al.
Published: (2026)
by: Grantham, Michael, et al.
Published: (2026)
Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments
by: Imai, Kosuke, et al.
Published: (2022)
by: Imai, Kosuke, et al.
Published: (2022)
Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models
by: Wu, Yufei, et al.
Published: (2024)
by: Wu, Yufei, et al.
Published: (2024)
Improved prediction of future user activity in online A/B testing
by: Masoero, Lorenzo, et al.
Published: (2024)
by: Masoero, Lorenzo, et al.
Published: (2024)
Variable Selection Methods for Multivariate, Functional, and Complex Biomedical Data in the AI Age
by: Matabuena, Marcos
Published: (2025)
by: Matabuena, Marcos
Published: (2025)
A Nonparametric Adaptive EWMA Control Chart for Binary Monitoring of Multiple Stream Processes
by: Muritala, Faruk, et al.
Published: (2026)
by: Muritala, Faruk, et al.
Published: (2026)
Tree-Guided Rare Feature Selection and Logic Aggregation with Electronic Health Records Data
by: Chen, Jianmin, et al.
Published: (2022)
by: Chen, Jianmin, et al.
Published: (2022)
Improving the Validity and Practical Usefulness of AI/ML Evaluations Using an Estimands Framework
by: Binette, Olivier, et al.
Published: (2024)
by: Binette, Olivier, et al.
Published: (2024)
MCMC with Adaptive Principal-Component Transformation: Rotation-Invariant Universal Samplers for Bayesian Structural System Identification
by: Meng, Xianghao, et al.
Published: (2026)
by: Meng, Xianghao, et al.
Published: (2026)
Adaptive Meta-Learning Stochastic Gradient Hamiltonian Monte Carlo Simulation for Bayesian Updating of Structural Dynamic Models
by: Meng, Xianghao, et al.
Published: (2026)
by: Meng, Xianghao, et al.
Published: (2026)
Dynamic Classification of Latent Disease Progression with Auxiliary Surrogate Labels
by: Cai, Zexi, et al.
Published: (2024)
by: Cai, Zexi, et al.
Published: (2024)
Spatially Robust Inference with Predicted and Missing at Random Labels
by: Salerno, Stephen, et al.
Published: (2026)
by: Salerno, Stephen, et al.
Published: (2026)
Adversarial Drift-Aware Predictive Transfer: Toward Durable Clinical AI
by: Xiong, Xin, et al.
Published: (2026)
by: Xiong, Xin, et al.
Published: (2026)
A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design
by: Chakraborty, Atlanta, et al.
Published: (2024)
by: Chakraborty, Atlanta, et al.
Published: (2024)
Optimal Sampling for Generalized Linear Model under Measurement Constraint with Surrogate Variables
by: Shen, Yixin, et al.
Published: (2025)
by: Shen, Yixin, et al.
Published: (2025)
CARE: Large Precision Matrix Estimation for Compositional Data
by: Zhang, Shucong, et al.
Published: (2023)
by: Zhang, Shucong, et al.
Published: (2023)
Summarizing Bayesian Nonparametric Mixture Posterior -- Sliced Optimal Transport Metrics for Gaussian Mixtures
by: Nguyen, Khai, et al.
Published: (2024)
by: Nguyen, Khai, et al.
Published: (2024)
Integrated Analysis for Electronic Health Records with Structured and Sporadic Missingness
by: Tan, Jianbin, et al.
Published: (2025)
by: Tan, Jianbin, et al.
Published: (2025)
Identification of physiological shock in intensive care units via Bayesian regime switching models
by: Kendall, Emmett B., et al.
Published: (2026)
by: Kendall, Emmett B., et al.
Published: (2026)
Hierarchical Count Echo State Network Models with Application to Graduate Student Enrollments
by: Wang, Qi, et al.
Published: (2025)
by: Wang, Qi, et al.
Published: (2025)
Nonparametric IPSS: Fast, flexible feature selection with false discovery control
by: Melikechi, Omar, et al.
Published: (2024)
by: Melikechi, Omar, et al.
Published: (2024)
How Much Is Too Much? Adaptive, Context-Aware Risk Detection in Naturalistic Driving
by: Kalantari, Amir Hossein, et al.
Published: (2025)
by: Kalantari, Amir Hossein, et al.
Published: (2025)
BEAUTY Powered BEAST
by: Zhang, Kai, et al.
Published: (2021)
by: Zhang, Kai, et al.
Published: (2021)
Improving the Estimation of Lifetime Effects in A/B Testing via Treatment Locality
by: Chen, Shuze, et al.
Published: (2024)
by: Chen, Shuze, et al.
Published: (2024)
Similar Items
-
Does fertility affect woman's labor force participation in low- and middle-income settings? Findings from a Bayesian nonparametric analysis
by: Garraza, Lucas Godoy, et al.
Published: (2025) -
Improving Generative Methods for Causal Evaluation via Simulation-Based Inference
by: Amaranath, Pracheta, et al.
Published: (2025) -
Combining BART and Principal Stratification to estimate the effect of intermediate variables on primary outcomes with application to estimating the effect of family planning on employment in Nigeria and Senegal
by: Garraza, Lucas Godoy, et al.
Published: (2024) -
Combining BART and Principal Stratification to estimate the effect of intermediate on primary outcomes with application to estimating the effect of family planning on employment in sub-Saharan Africa
by: Garraza, Lucas Godoy, et al.
Published: (2024) -
Toward Valid Generative Clinical Trial Data with Survival Endpoints
by: Chassat, Perrine, et al.
Published: (2025)