A Unified Framework for Multiple Exposure Distributed Lag Non-Linear Models for Air Pollution Epidemiology
Fuente:
arXiv
Saved in:
| Main Authors: | Pan, Tianyi, Shin, Hwashin Hyun, Stringer, Alex, McGee, Glen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Estimating Associations Between Cumulative Exposure and Health via Generalized Distributed Lag Non-Linear Models using Penalized Splines
by: Pan, Tianyi, et al.
Published: (2025)
by: Pan, Tianyi, et al.
Published: (2025)
Assessing Climate-Driven Mortality Risk: A Stochastic Approach with Distributed Lag Non-Linear Models
by: Min, Jiacheng, et al.
Published: (2025)
by: Min, Jiacheng, et al.
Published: (2025)
Borrowing Strength Across Exposures and Outcomes via Index Models for Multi-pollutant Mixtures
by: McGee, Glen, et al.
Published: (2025)
by: McGee, Glen, et al.
Published: (2025)
Estimating Average Causal Effects with Incomplete Exposure and Confounders
by: Wen, Lan, et al.
Published: (2025)
by: Wen, Lan, et al.
Published: (2025)
Asymptotics of numerical integration for two-level mixed models
by: Stringer, Alex, et al.
Published: (2022)
by: Stringer, Alex, 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 Bayesian Framework for Mortality Model Selection
by: Diana, Alex, et al.
Published: (2024)
by: Diana, Alex, et al.
Published: (2024)
Bayesian Variable Selection in Distributed Lag Models: A Focus on Binary Quantile and Count Data Regressions
by: Dempsey, Daniel, et al.
Published: (2024)
by: Dempsey, Daniel, et al.
Published: (2024)
Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
by: Howes, Adam, et al.
Published: (2025)
by: Howes, Adam, et al.
Published: (2025)
Association between Air Pollutants and Hospitalizations for Cardiovascular Diseases: Time-Series Analysis in São Paulo, 2010-2019
by: Filho, Carlos Souto dos Santos, et al.
Published: (2025)
by: Filho, Carlos Souto dos Santos, et al.
Published: (2025)
A Simple and Robust Multi-Fidelity Data Fusion Method for Effective Modeling of Citizen-Science Air Pollution Data
by: Andreozzi, Camilla, et al.
Published: (2025)
by: Andreozzi, Camilla, et al.
Published: (2025)
Identifying Neural Connectivity using Bernoulli Autoregressive Partially Linear Additive Models
by: Pinkney, Carla, et al.
Published: (2025)
by: Pinkney, Carla, et al.
Published: (2025)
Statistical Models for the Inference of Within-person Relations: A Random Intercept Cross-Lagged Panel Model and Its Interpretation
by: Usami, Satoshi
Published: (2026)
by: Usami, Satoshi
Published: (2026)
Semi-partitioned Generalized Method of Moments for Longitudinal Data with Lagged and Feedback Covariates
by: Ramezani, Niloofar, et al.
Published: (2026)
by: Ramezani, Niloofar, et al.
Published: (2026)
Weighted Conformal Prediction for Survival Analysis under Covariate Shift
by: Shin, Jaeyoung, et al.
Published: (2025)
by: Shin, Jaeyoung, et al.
Published: (2025)
Model Selection for Causal Modeling in Missing Exposure Problems
by: Shi, Yuliang, et al.
Published: (2024)
by: Shi, Yuliang, 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)
A Unified Bayesian Framework for Modeling Measurement Error in Multinomial Data
by: Koslovsky, Matthew D., et al.
Published: (2023)
by: Koslovsky, Matthew D., et al.
Published: (2023)
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 Nonparametric Models for Multiple Raters: a General Statistical Framework
by: Mignemi, Giuseppe, et al.
Published: (2024)
by: Mignemi, Giuseppe, et al.
Published: (2024)
A Tutorial on Conducting Mediation Analysis with Exposure Mixtures
by: Wang, Yiran, et al.
Published: (2025)
by: Wang, Yiran, et al.
Published: (2025)
Compounded Linear Failure Rate Distribution: Properties, Simulation and Analysis
by: Das, Suchismita, et al.
Published: (2026)
by: Das, Suchismita, et al.
Published: (2026)
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)
Explainable Linear and Generalized Linear Models by the Predictions Plot
by: Rousseeuw, Peter J.
Published: (2024)
by: Rousseeuw, Peter J.
Published: (2024)
Linear Model and Extensions
by: Ding, Peng
Published: (2024)
by: Ding, Peng
Published: (2024)
Bayesian Multiple Index Models for Environmental Mixtures
by: McGee, Glen, et al.
Published: (2021)
by: McGee, Glen, et al.
Published: (2021)
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)
Predicting Distributions of Physical Activity Profiles in the NHANES Database Using a Partially Linear Fréchet Single Index Model
by: Matabuena, Marcos, et al.
Published: (2023)
by: Matabuena, Marcos, et al.
Published: (2023)
The Role of Congeniality in Multiple Imputation for Doubly Robust Causal Estimation
by: McGowan, Lucy D'Agostino
Published: (2025)
by: McGowan, Lucy D'Agostino
Published: (2025)
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)
Double Robust Variance Estimation with Parametric Working Models
by: Shook-Sa, Bonnie E., et al.
Published: (2024)
by: Shook-Sa, Bonnie E., et al.
Published: (2024)
A Corrected Score Function Framework for Modelling Circadian Gene Expression
by: Gorczyca, Michael, et al.
Published: (2024)
by: Gorczyca, Michael, et al.
Published: (2024)
Causal Inference for Continuous Multiple Time Point Interventions
by: Schomaker, Michael, et al.
Published: (2023)
by: Schomaker, Michael, et al.
Published: (2023)
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)
Variable Selection in Functional Linear Cox Model
by: Yue, Yuanzhen, et al.
Published: (2025)
by: Yue, Yuanzhen, et al.
Published: (2025)
Prior Elicitation for Generalised Linear Models and Extensions
by: Hosack, Geoffrey R.
Published: (2023)
by: Hosack, Geoffrey R.
Published: (2023)
lmw: Linear Model Weights for Causal Inference
by: Chattopadhyay, Ambarish, et al.
Published: (2023)
by: Chattopadhyay, Ambarish, et al.
Published: (2023)
Maximizing Diver Score by Examining Discrepancies in Diver Competency and Judges' Marks
by: McGee, Monnie
Published: (2023)
by: McGee, Monnie
Published: (2023)
Spatiotemporal Modeling and Forecasting at Scale with Dynamic Generalized Linear Models
by: Pherwani, Pranay, et al.
Published: (2024)
by: Pherwani, Pranay, et al.
Published: (2024)
Similar Items
-
Estimating Associations Between Cumulative Exposure and Health via Generalized Distributed Lag Non-Linear Models using Penalized Splines
by: Pan, Tianyi, et al.
Published: (2025) -
Assessing Climate-Driven Mortality Risk: A Stochastic Approach with Distributed Lag Non-Linear Models
by: Min, Jiacheng, et al.
Published: (2025) -
Borrowing Strength Across Exposures and Outcomes via Index Models for Multi-pollutant Mixtures
by: McGee, Glen, et al.
Published: (2025) -
Estimating Average Causal Effects with Incomplete Exposure and Confounders
by: Wen, Lan, et al.
Published: (2025) -
Asymptotics of numerical integration for two-level mixed models
by: Stringer, Alex, et al.
Published: (2022)