A Tutorial on Conducting Mediation Analysis with Exposure Mixtures
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Yiran, Lin, Yi-Ting, McGrath, Sean, Meeker, John D., Park, Sung Kyun, Warren, Joshua L., Mukherjee, Bhramar |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A new statistical approach for joint modeling of longitudinal outcomes measured in electronic health records with clinically informative presence and observation processes
by: Du, Jiacong, et al.
Published: (2024)
by: Du, Jiacong, et al.
Published: (2024)
Joint Modeling of Longitudinal EHR Data with Shared Random Effects for Informative Visiting and Observation Processes
by: Yang, Cheng-Han, et al.
Published: (2026)
by: Yang, Cheng-Han, et al.
Published: (2026)
Modeling Spatial Heterogeneity in Exposure Buffers and Risk: A Hierarchical Bayesian Approach
by: Comess, Saskia, et al.
Published: (2025)
by: Comess, Saskia, et al.
Published: (2025)
Compositional Outcomes and Environmental Mixtures: the Dirichlet Bayesian Weighted Quantile Sum Regression
by: Saddiki, Hachem, et al.
Published: (2025)
by: Saddiki, Hachem, et al.
Published: (2025)
Tutorial for Surrogate Endpoint Validation Using Joint modeling and Mediation Analysis
by: Coent, Quentin Le, et al.
Published: (2025)
by: Coent, Quentin Le, et al.
Published: (2025)
Mixture of Finite Mixtures Model for Basket Trial
by: Geng, Junxian, et al.
Published: (2020)
by: Geng, Junxian, et al.
Published: (2020)
Group Identification and Variable Selection in Multivariable Mendelian Randomization with Highly-Correlated Exposures
by: Wu, Yinxiang, et al.
Published: (2025)
by: Wu, Yinxiang, et al.
Published: (2025)
A Zero-Inflated Beta Mixture Model for Marginal Mediation Analysis with Compositional Microbiome Mediators
by: Ahn, Seungjun, et al.
Published: (2026)
by: Ahn, Seungjun, et al.
Published: (2026)
Robust Causal Inference for EHR-based Studies of Point Exposures with Missingness in Eligibility Criteria
by: Benz, Luke, et al.
Published: (2025)
by: Benz, Luke, et al.
Published: (2025)
Nuisance Function Tuning and Sample Splitting for Optimally Estimating a Doubly Robust Functional
by: McGrath, Sean, et al.
Published: (2022)
by: McGrath, Sean, et al.
Published: (2022)
Causal Analysis of Air Pollution Mixtures: Estimands, Positivity, and Extrapolation
by: Antonelli, Joseph, et al.
Published: (2024)
by: Antonelli, Joseph, et al.
Published: (2024)
A Unified Framework for Multiple Exposure Distributed Lag Non-Linear Models for Air Pollution Epidemiology
by: Pan, Tianyi, et al.
Published: (2026)
by: Pan, Tianyi, et al.
Published: (2026)
Nonparametric Bayesian Multi-Treatment Mixture Cure Survival Model with Application in Pediatric Oncology
by: Chang, Peter, et al.
Published: (2025)
by: Chang, Peter, et al.
Published: (2025)
Identifying Robust Mediators of Health Disparities: A Review and Simulation Studies With Directed Acyclic Graphs
by: Park, Soojin, et al.
Published: (2025)
by: Park, Soojin, et al.
Published: (2025)
Formulating the Proxy Pattern-Mixture Model as a Selection Model to Assist with Sensitivity Analysis
by: Yiadom, Seth Adarkwah, et al.
Published: (2024)
by: Yiadom, Seth Adarkwah, et al.
Published: (2024)
Inverse Probability Weighting-based Mediation Analysis for Microbiome Data
by: Zhang, Yuexia, et al.
Published: (2021)
by: Zhang, Yuexia, et al.
Published: (2021)
A Poisson Factor Mixture Model for the Analysis of Linguistic Competence in Italian University Students' Writing
by: Dallari, Silvia, et al.
Published: (2026)
by: Dallari, Silvia, et al.
Published: (2026)
Rapid Scaling of Compositional Uncertainty from Sample to Population Levels
by: Wang, Yiran, et al.
Published: (2025)
by: Wang, Yiran, et al.
Published: (2025)
Mixture priors for replication studies
by: Macrì-Demartino, Roberto, et al.
Published: (2024)
by: Macrì-Demartino, Roberto, et al.
Published: (2024)
Model Selection for Causal Modeling in Missing Exposure Problems
by: Shi, Yuliang, et al.
Published: (2024)
by: Shi, Yuliang, et al.
Published: (2024)
Estimation of Contextual Exposure to HIV from GPS Data
by: Wu, Haoyang, et al.
Published: (2025)
by: Wu, Haoyang, et al.
Published: (2025)
Adjustment for Unmeasured Spatial Confounding in Settings of Continuous Exposure Conditional on the Binary Exposure Status: Conditional Generalized Propensity Score-Based Spatial Matching
by: Kim, Honghyok, et al.
Published: (2022)
by: Kim, Honghyok, et al.
Published: (2022)
Functional Mixture Regression Control Chart
by: Capezza, Christian, et al.
Published: (2024)
by: Capezza, Christian, et al.
Published: (2024)
Sensitivity Analysis for Attributable Effects in Case$^2$ Studies
by: Chen, Kan, et al.
Published: (2024)
by: Chen, Kan, et al.
Published: (2024)
Cluster-Based Bayesian SIRD Modeling of Chickenpox Epidemiology in India
by: Mukherjee, Nayana, et al.
Published: (2026)
by: Mukherjee, Nayana, et al.
Published: (2026)
Mediation Analysis in the Presence of Sample Selection Bias with an Application to Disparities in Liver Transplantation Listing
by: Khan, Zain, et al.
Published: (2025)
by: Khan, Zain, et al.
Published: (2025)
Bayesian Methods for Modeling Cumulative Exposure to Extensive Environmental Health Hazards
by: Trangucci, Rob, et al.
Published: (2024)
by: Trangucci, Rob, et al.
Published: (2024)
Estimating Heterogeneous Exposure Effects in the Case-Crossover Design using BART
by: Englert, Jacob, et al.
Published: (2023)
by: Englert, Jacob, et al.
Published: (2023)
DEMO: Dose Exploration, Monitoring, and Optimization Using a Biological Mediator for Clinical Outcomes
by: Yang, Cheng-Han, et al.
Published: (2024)
by: Yang, Cheng-Han, et al.
Published: (2024)
Mediation Analysis for Sparse and Irregularly Spaced Longitudinal Outcomes with Application to the MrOS Sleep Study
by: Ren, Rui, et al.
Published: (2025)
by: Ren, Rui, et al.
Published: (2025)
Bayesian Variable Selection for High-Dimensional Mediation Analysis: Application to Metabolomics Data in Epidemiological Studies
by: Bae, Youngho, et al.
Published: (2024)
by: Bae, Youngho, et al.
Published: (2024)
Prior selection for the precision parameter of Dirichlet Process Mixtures
by: Vicentini, Carlo, et al.
Published: (2025)
by: Vicentini, Carlo, et al.
Published: (2025)
Characterizing the Effects of Environmental Exposures on Social Mobility: Bayesian Semi-parametrics for Principal Stratification
by: Zorzetto, Dafne, et al.
Published: (2024)
by: Zorzetto, Dafne, et al.
Published: (2024)
Inverse Probability Weighting of Count Exposures in the Presence of Missing Data: A Simulation Study
by: Danka, Martin N., et al.
Published: (2026)
by: Danka, Martin N., et al.
Published: (2026)
Small Area Estimation of Inequality Measures using Mixtures of Beta
by: De Nicolò, Silvia, et al.
Published: (2022)
by: De Nicolò, Silvia, et al.
Published: (2022)
Spatially Regularized Gaussian Mixtures for Clustering Spatial Transcriptomic Data
by: Sottosanti, Andrea, et al.
Published: (2025)
by: Sottosanti, Andrea, et al.
Published: (2025)
Order of Addition in Orthogonally Blocked Mixture and Component-Amount Designs
by: Hasan, Taha, et al.
Published: (2024)
by: Hasan, Taha, et al.
Published: (2024)
A Bayesian Adaptive Latent Mixture Model for Zero-Inflated Weighted Brain Connectome Analysis
by: Huang, Hsin-Hsiung, et al.
Published: (2026)
by: Huang, Hsin-Hsiung, et al.
Published: (2026)
Mixtures of Neural Network Experts with Application to Phytoplankton Flow Cytometry Data
by: Pawl, Ethan, et al.
Published: (2025)
by: Pawl, Ethan, et al.
Published: (2025)
Statistics did not prove that the Huanan Seafood Wholesale Market was the early epicenter of the COVID-19 pandemic
by: Stoyan, Dietrich, et al.
Published: (2022)
by: Stoyan, Dietrich, et al.
Published: (2022)
Similar Items
-
A new statistical approach for joint modeling of longitudinal outcomes measured in electronic health records with clinically informative presence and observation processes
by: Du, Jiacong, et al.
Published: (2024) -
Joint Modeling of Longitudinal EHR Data with Shared Random Effects for Informative Visiting and Observation Processes
by: Yang, Cheng-Han, et al.
Published: (2026) -
Modeling Spatial Heterogeneity in Exposure Buffers and Risk: A Hierarchical Bayesian Approach
by: Comess, Saskia, et al.
Published: (2025) -
Compositional Outcomes and Environmental Mixtures: the Dirichlet Bayesian Weighted Quantile Sum Regression
by: Saddiki, Hachem, et al.
Published: (2025) -
Tutorial for Surrogate Endpoint Validation Using Joint modeling and Mediation Analysis
by: Coent, Quentin Le, et al.
Published: (2025)