Bayesian Counterfactual Prediction Models for HIV Care Retention with Incomplete Outcome and Covariate Information
Fuente:
arXiv
Saved in:
| Main Authors: | Oganisian, Arman, Hogan, Joseph, Sang, Edwin, DeLong, Allison, Mosong, Ben, Fraser, Hamish, Mwangi, Ann |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Untangling Sample and Population Level Estimands in Bayesian Causal Computation
by: Oganisian, Arman
Published: (2025)
by: Oganisian, Arman
Published: (2025)
Stress-Testing Assumptions: A Guide to Bayesian Sensitivity Analyses in Causal Inference
by: Oganisian, Arman
Published: (2026)
by: Oganisian, Arman
Published: (2026)
Considerations for Estimating Causal Effects of Informatively Timed Treatments
by: Oganisian, Arman
Published: (2025)
by: Oganisian, Arman
Published: (2025)
Bayesian shrinkage priors for penalized synthetic control estimators in the presence of spillovers
by: Fernández-Morales, Esteban, et al.
Published: (2025)
by: Fernández-Morales, Esteban, et al.
Published: (2025)
Bayesian Sensitivity Analyses for Policy Evaluation with Difference-in-Differences under Violations of Parallel Trends
by: Han, Seong Woo, et al.
Published: (2025)
by: Han, Seong Woo, et al.
Published: (2025)
A Bayesian Framework for Causal Analysis of Recurrent Events with Timing Misalignment
by: Oganisian, Arman, et al.
Published: (2023)
by: Oganisian, Arman, et al.
Published: (2023)
Bayesian Nonparametric Causal Inference for High-Dimensional Nutritional Data via Factor-Based Exposure Mapping
by: Zorzetto, Dafne, et al.
Published: (2026)
by: Zorzetto, Dafne, et al.
Published: (2026)
A Bayesian framework for cost-effectiveness analysis with time-varying treatment decisions
by: Fernández-Morales, Esteban, et al.
Published: (2026)
by: Fernández-Morales, Esteban, et al.
Published: (2026)
Fair Conformal Prediction for Incomplete Covariate Data
by: Kong, Jingsen, et al.
Published: (2025)
by: Kong, Jingsen, et al.
Published: (2025)
Bayesian Prognostic Covariate Adjustment With Additive Mixture Priors
by: Vanderbeek, Alyssa M., et al.
Published: (2023)
by: Vanderbeek, Alyssa M., et al.
Published: (2023)
A Bayesian Generalized Bridge Regression Approach to Covariance Estimation in the Presence of Covariates
by: Zhao, Christina, et al.
Published: (2024)
by: Zhao, Christina, et al.
Published: (2024)
Compatible Imputation for Hierarchical Linear Models with Incomplete Data: Interaction Effects of Continuous and Categorical Covariates MAR
by: Shin, Dongho, et al.
Published: (2025)
by: Shin, Dongho, et al.
Published: (2025)
Multilevel Regression Modeling of Covariance Matrix Outcomes
by: Green, Michelle Murphy, et al.
Published: (2026)
by: Green, Michelle Murphy, et al.
Published: (2026)
Active-Controlled Trial Design for HIV Prevention Trials with a Counterfactual Placebo
by: Gao, Fei, et al.
Published: (2024)
by: Gao, Fei, et al.
Published: (2024)
Geometry-driven Bayesian Inference for Ultrametric Covariance Matrices
by: Yao, Tsung-Hung, et al.
Published: (2024)
by: Yao, Tsung-Hung, et al.
Published: (2024)
Improving Variance Estimation for Covariate Adjustment with Binary Outcomes
by: Lee, Kaitlyn, et al.
Published: (2026)
by: Lee, Kaitlyn, et al.
Published: (2026)
Covariate-Adjusted Response-Adaptive Design with Delayed Outcomes
by: Ma, Xinwei, et al.
Published: (2025)
by: Ma, Xinwei, et al.
Published: (2025)
Adjusting for Incomplete Baseline Covariates in Randomized Controlled Trials: A Cross-World Imputation Framework
by: Song, Yilin, et al.
Published: (2023)
by: Song, Yilin, et al.
Published: (2023)
Bayesian Covariance Structure Modeling of Multi-Way Nested Data
by: Baas, Stef, et al.
Published: (2022)
by: Baas, Stef, et al.
Published: (2022)
Bayesian Covariance Estimation for Multi-group Matrix-variate Data
by: Bersson, Elizabeth, et al.
Published: (2023)
by: Bersson, Elizabeth, et al.
Published: (2023)
Predictive Uncertainty Quantification with Missing Covariates
by: Zaffran, Margaux, et al.
Published: (2024)
by: Zaffran, Margaux, et al.
Published: (2024)
Consistent Bayesian Spatial Domain Partitioning Using Predictive Spanning Tree Methods
by: Huang, Kun, et al.
Published: (2025)
by: Huang, Kun, et al.
Published: (2025)
Covariance-Corrected WAIC for Bayesian Sequential Data Models
by: Kadhem, Safaa K.
Published: (2025)
by: Kadhem, Safaa K.
Published: (2025)
Direct Bayesian Regression for Distribution-valued Covariates
by: Tang, Bohao, et al.
Published: (2023)
by: Tang, Bohao, et al.
Published: (2023)
Hierarchical Bayesian Models to Mitigate Systematic Disparities in Prediction with Proxy Outcomes
by: Mikhaeil, Jonas, et al.
Published: (2024)
by: Mikhaeil, Jonas, et al.
Published: (2024)
Hard and Soft EM in Bayesian Network Learning from Incomplete Data
by: Ruggieri, Andrea, et al.
Published: (2020)
by: Ruggieri, Andrea, et al.
Published: (2020)
Robustness intervals for competing risks analysis with causes of failure missing not at random
by: Bakoyannis, Giorgos, et al.
Published: (2025)
by: Bakoyannis, Giorgos, et al.
Published: (2025)
Bayesian Outcome Weighted Learning
by: Yazzourh, Sophia, et al.
Published: (2024)
by: Yazzourh, Sophia, et al.
Published: (2024)
Bayesian Covariate-Dependent Circadian Modeling of Rest-Activity Rhythms
by: Hadj-Amar, Beniamino, et al.
Published: (2025)
by: Hadj-Amar, Beniamino, et al.
Published: (2025)
Covariate Adjustment for the Win Odds: Application to Cardiovascular Outcomes Trials
by: Scheidegger, Cyrill, et al.
Published: (2025)
by: Scheidegger, Cyrill, et al.
Published: (2025)
An Application of the Causal Roadmap in Two Safety Monitoring Case Studies: Covariate-Adjustment and Outcome Prediction using Electronic Health Record Data
by: Williamson, Brian D, et al.
Published: (2023)
by: Williamson, Brian D, et al.
Published: (2023)
Bayesian Estimation of Propensity Scores for Integrating Multiple Cohorts with High-Dimensional Covariates
by: Guha, Subharup, et al.
Published: (2023)
by: Guha, Subharup, et al.
Published: (2023)
Cox Model Predicting Covariate Subject to Right Censoring
by: Lin, Chen-Yen, et al.
Published: (2026)
by: Lin, Chen-Yen, et al.
Published: (2026)
Bayesian Covariate-Dependent Graph Learning with a Dual Group Spike-and-Slab Prior
by: Zeng, Zijian, et al.
Published: (2024)
by: Zeng, Zijian, et al.
Published: (2024)
Bayesian Covariate-Varying Interaction Analysis for Multivariate Count Data: Application to Microbiome Studies
by: Zhang, Shuangjie, et al.
Published: (2026)
by: Zhang, Shuangjie, et al.
Published: (2026)
Bayesian Clustering Factor Models
by: Shin, Hwasoo, et al.
Published: (2025)
by: Shin, Hwasoo, et al.
Published: (2025)
Decomposing Impact on Longitudinal Outcome of Time-varying Covariate into Baseline Effect and Temporal Effect
by: Liu, Jin
Published: (2022)
by: Liu, Jin
Published: (2022)
Bayesian Estimation of Hierarchical Linear Models from Incomplete Data: Cluster-Level Interaction Effects and Small Sample Sizes
by: Shin, Dongho, et al.
Published: (2024)
by: Shin, Dongho, et al.
Published: (2024)
Bayesian Hierarchical Model for Measuring Adoption Rates in District Hospitals Systems of Kenya: An Evaluation
by: Kinyanjui, Owen, et al.
Published: (2014)
by: Kinyanjui, Owen, et al.
Published: (2014)
Data-Adaptive and Model-Robust Covariate Adjustment for Time-to-Event Outcomes in Stratified Randomized Trials
by: Kim, Raphael C., et al.
Published: (2026)
by: Kim, Raphael C., et al.
Published: (2026)
Similar Items
-
Untangling Sample and Population Level Estimands in Bayesian Causal Computation
by: Oganisian, Arman
Published: (2025) -
Stress-Testing Assumptions: A Guide to Bayesian Sensitivity Analyses in Causal Inference
by: Oganisian, Arman
Published: (2026) -
Considerations for Estimating Causal Effects of Informatively Timed Treatments
by: Oganisian, Arman
Published: (2025) -
Bayesian shrinkage priors for penalized synthetic control estimators in the presence of spillovers
by: Fernández-Morales, Esteban, et al.
Published: (2025) -
Bayesian Sensitivity Analyses for Policy Evaluation with Difference-in-Differences under Violations of Parallel Trends
by: Han, Seong Woo, et al.
Published: (2025)