Modeling Spatial Heterogeneity in Exposure Buffers and Risk: A Hierarchical Bayesian Approach
Fuente:
arXiv
Saved in:
| Main Authors: | Comess, Saskia, Ho, Daniel E, Warren, Joshua L |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Bayesian Hierarchical Hurdle Beta-Binomial Model for Survey-Weighted Bounded Counts and Its Application to Childcare Enrollment
by: Lee, JoonHo
Published: (2026)
by: Lee, JoonHo
Published: (2026)
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)
A Tutorial on Conducting Mediation Analysis with Exposure Mixtures
by: Wang, Yiran, et al.
Published: (2025)
by: Wang, Yiran, et al.
Published: (2025)
Bayesian Hierarchical Modeling for Bivariate Multiscale Spatial Data with Application to Blood Test Monitoring
by: Zhou, Shijie, et al.
Published: (2023)
by: Zhou, Shijie, et al.
Published: (2023)
Bayesian Hierarchical Modeling for Predicting Spatially Correlated Curves in Irregular Domains: A Case Study on PM10 Pollution
by: Moreno, Alvaro Alexander Burbano, et al.
Published: (2024)
by: Moreno, Alvaro Alexander Burbano, et al.
Published: (2024)
Identifying Treatment Effect Heterogeneity with Bayesian Hierarchical Adjustable Random Partition in Adaptive Enrichment Trials
by: Zhao, Xianglin, et al.
Published: (2025)
by: Zhao, Xianglin, 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)
Visualisation for Exploratory Modelling Analysis of Bayesian Hierarchical Models
by: Akinfenwa, Oluwayomi, et al.
Published: (2024)
by: Akinfenwa, Oluwayomi, et al.
Published: (2024)
A Markov Chain Modeling Approach for Predicting Relative Risks of Spatial Clusters in Public Health
by: Iamrache, Lyza, et al.
Published: (2025)
by: Iamrache, Lyza, et al.
Published: (2025)
Hierarchical Bayesian Modeling of Dengue in Recife, Brazil (2015-2024): The Role of Spatial Granularity and Data Quality for Epidemiological Risk Mapping
by: Santos, Marcílio Ferreira dos, et al.
Published: (2025)
by: Santos, Marcílio Ferreira dos, et al.
Published: (2025)
Variational Inference for Fully Bayesian Hierarchical Linear Models
by: Parra-Aldana, Cristian, et al.
Published: (2025)
by: Parra-Aldana, Cristian, et al.
Published: (2025)
A Bayesian Nonparametric Approach for Semi-Competing Risks with Application to Cardiovascular Health
by: Gelis-Cadena, Karina, et al.
Published: (2025)
by: Gelis-Cadena, Karina, 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)
Design Effect Ratios for Bayesian Survey Models: A Diagnostic Framework for Identifying Survey-Sensitive Parameters
by: Lee, JoonHo
Published: (2026)
by: Lee, JoonHo
Published: (2026)
Bayesian Hierarchical Modeling and Inference for Mechanistic Systems in Industrial Hygiene
by: Pan, Soumyakanti, et al.
Published: (2023)
by: Pan, Soumyakanti, et al.
Published: (2023)
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)
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)
Bayesian Spatial Point Process Modeling for Cluster Randomized Trials
by: Lee, Jooyeon, et al.
Published: (2025)
by: Lee, Jooyeon, et al.
Published: (2025)
Bayesian Multilevel Bivariate Spatial Modelling of Italian School Data
by: Cefalo, Leonardo, et al.
Published: (2024)
by: Cefalo, Leonardo, et al.
Published: (2024)
A Bayesian Approach for Inference on Mixed Graphical Models
by: Florez, Mauro, et al.
Published: (2025)
by: Florez, Mauro, et al.
Published: (2025)
A Bayesian Joint Modelling for Misclassified Interval-censoring and Competing Risks
by: Yang, Zhenwei, et al.
Published: (2024)
by: Yang, Zhenwei, et al.
Published: (2024)
How Untested Modeling Assumptions Influence the U.S. EPA's Estimates of Population-Level Ozone Exposure Risk
by: Glasgow, Garrett, et al.
Published: (2025)
by: Glasgow, Garrett, et al.
Published: (2025)
Bayesian Hierarchical Model for Synthesizing Registry and Survey Data on Female Breast Cancer Prevalence
by: Wang, Qiao, et al.
Published: (2024)
by: Wang, Qiao, et al.
Published: (2024)
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)
Soil Texture Prediction with Bayesian Generalized Additive Models for Spatial Compositional Data
by: Martínez-Minaya, Joaquín, et al.
Published: (2025)
by: Martínez-Minaya, Joaquín, et al.
Published: (2025)
High-dimensional Bayesian Model for Disease-Specific Gene Detection in Spatial Transcriptomics
by: Zhao, Qicheng, et al.
Published: (2024)
by: Zhao, Qicheng, et al.
Published: (2024)
Bayesian Hierarchical Modelling of Noisy Gamma Processes: Model Formulation, Identifiability, Model Fitting, and Extensions to Unit-to-Unit Variability
by: Leadbetter, Ryan, et al.
Published: (2024)
by: Leadbetter, Ryan, et al.
Published: (2024)
Bayesian Optimization Sequential Surrogate (BOSS) Algorithm: Fast Bayesian Inference for a Broad Class of Bayesian Hierarchical Models
by: Li, Dayi, et al.
Published: (2024)
by: Li, Dayi, et al.
Published: (2024)
Hierarchical Bayesian spectral analysis of multiple stationary time series
by: Lee, Rebecca, et al.
Published: (2025)
by: Lee, Rebecca, et al.
Published: (2025)
MUCE: Bayesian Hierarchical Modeling for the Design and Analysis of Phase 1b Multiple Expansion Cohort Trials
by: Lyu, Jiaying, et al.
Published: (2020)
by: Lyu, Jiaying, et al.
Published: (2020)
Elastic Bayesian Model Calibration
by: Francom, Devin, et al.
Published: (2023)
by: Francom, Devin, et al.
Published: (2023)
Computationally Scalable Bayesian SPDE Modeling for Censored Spatial Responses
by: Sahoo, Indranil, et al.
Published: (2024)
by: Sahoo, Indranil, et al.
Published: (2024)
Latent Moment Models for Recurrent Binary Outcomes: A Bayesian and Quasi-Distributional Approach
by: Ramezani, Niloofar, et al.
Published: (2026)
by: Ramezani, Niloofar, et al.
Published: (2026)
Model Selection for Causal Modeling in Missing Exposure Problems
by: Shi, Yuliang, et al.
Published: (2024)
by: Shi, Yuliang, et al.
Published: (2024)
JASPER: Joint Bayesian Analysis of Spatial Expression via Regression
by: Dey, Pritam, et al.
Published: (2026)
by: Dey, Pritam, et al.
Published: (2026)
Poisson Inventory Models with Many Items: An Empirical Bayes Approach
by: Anderson, Edward, et al.
Published: (2025)
by: Anderson, Edward, et al.
Published: (2025)
Bayesian Kernel Machine Regression via Random Fourier Features for Estimating Joint Health Effects of Multiple Exposures
by: Zhang, Danlu, et al.
Published: (2025)
by: Zhang, Danlu, et al.
Published: (2025)
Bayesian Perspective for Orientation Determination in Cryo-EM with Application to Structural Heterogeneity Analysis
by: Xu, Sheng, et al.
Published: (2024)
by: Xu, Sheng, et al.
Published: (2024)
A Bayesian Hierarchical Generalization of Empirical Bayes for Crash Rate Estimation with Missing Traffic Volume
by: Skaug, Lars
Published: (2026)
by: Skaug, Lars
Published: (2026)
A Bayesian Record Linkage Approach to Applications in Tree Demography Using Overlapping LiDAR Scans
by: Drew, L., et al.
Published: (2025)
by: Drew, L., et al.
Published: (2025)
Similar Items
-
A Bayesian Hierarchical Hurdle Beta-Binomial Model for Survey-Weighted Bounded Counts and Its Application to Childcare Enrollment
by: Lee, JoonHo
Published: (2026) -
Compositional Outcomes and Environmental Mixtures: the Dirichlet Bayesian Weighted Quantile Sum Regression
by: Saddiki, Hachem, et al.
Published: (2025) -
A Tutorial on Conducting Mediation Analysis with Exposure Mixtures
by: Wang, Yiran, et al.
Published: (2025) -
Bayesian Hierarchical Modeling for Bivariate Multiscale Spatial Data with Application to Blood Test Monitoring
by: Zhou, Shijie, et al.
Published: (2023) -
Bayesian Hierarchical Modeling for Predicting Spatially Correlated Curves in Irregular Domains: A Case Study on PM10 Pollution
by: Moreno, Alvaro Alexander Burbano, et al.
Published: (2024)