Cover Image

Estimating Associations Between Cumulative Exposure and Health via Generalized Distributed Lag Non-Linear Models using Penalized Splines

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Pan, Tianyi, Shin, Hwashin Hyun, McGee, Glen, Stringer, Alex
Format:	Preprint
Published:	2025
Subjects:	Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Unified Framework for Multiple Exposure Distributed Lag Non-Linear Models for Air Pollution Epidemiology
by: Pan, Tianyi, et al.
Published: (2026)

Estimating Average Causal Effects with Incomplete Exposure and Confounders
by: Wen, Lan, et al.
Published: (2025)

Borrowing Strength Across Exposures and Outcomes via Index Models for Multi-pollutant Mixtures
by: McGee, Glen, et al.
Published: (2025)

Collapsible Kernel Machine Regression for Exposomic Analyses
by: McGee, Glen, et al.
Published: (2024)

Case-crossover designs and overdispersion with application in air pollution epidemiology
by: Perreault, Samuel, et al.
Published: (2024)

Tree Estimation and Saddlepoint-Based Diagnostics for the Nested Dirichlet Distribution: Application to Compositional Behavioral Data
by: Turner, Jacob A., et al.
Published: (2026)

Bayesian Multiple Index Models for Environmental Mixtures
by: McGee, Glen, et al.
Published: (2021)

Analysis of Compositional Data with Positive Correlations among Components using a Nested Dirichlet Distribution with Application to a Morris Water Maze Experiment
by: Turner, Jacob A., et al.
Published: (2024)

EM Estimation of the B-Spline Copula with Penalized Pseudo-Likelihood Functions
by: Dou, Xiaoling, et al.
Published: (2024)

Penalized Spline M-Estimators for Discretely Sampled Functional Data: Existence and Asymptotics
by: Kalogridis, Ioannis
Published: (2025)

Inference for generalized additive mixed models via penalized marginal likelihood
by: Stringer, Alex
Published: (2025)

Layered Dirichlet Modeling to Assess the Changing Contributions of MLB Players as they Age
by: McGee, Monnie, et al.
Published: (2025)

Penalized Distributed Lag Interaction Model: Air Pollution, Birth Weight and Neighborhood Vulnerability
by: Demateis, Danielle, et al.
Published: (2024)

Exact Gradient Evaluation for Adaptive Quadrature Approximate Marginal Likelihood in Mixed Models for Grouped Data
by: Stringer, Alex
Published: (2023)

Spline Quantile Regression with Cubic and Linear Smoothing Splines
by: Li, Ta-Hsin
Published: (2026)

A Penalized Functional Linear Cox Regression Model for Spatially-defined Environmental Exposure with an Estimated Buffer Distance
by: Lee, Jooyoung, et al.
Published: (2023)

Bayesian Methods for Modeling Cumulative Exposure to Extensive Environmental Health Hazards
by: Trangucci, Rob, et al.
Published: (2024)

Assessing Climate-Driven Mortality Risk: A Stochastic Approach with Distributed Lag Non-Linear Models
by: Min, Jiacheng, et al.
Published: (2025)

Testing linear combinations of multiple variance components
by: Stringer, Alex, et al.
Published: (2026)

Spatial Capture-Recapture With Penalized Regression Splines to Flexibly Model Wildlife Density and Distribution
by: Seaton, Andrew E., et al.
Published: (2026)

Nonparametric Density Estimation for Data Scattered on Irregular Spatial Domains: A Likelihood-Based Approach Using Bivariate Penalized Spline Smoothing
by: Das, Kunal, et al.
Published: (2024)

A Semiparametric Nonlinear Mixed Effects Model with Penalized Splines Using Automatic Differentiation
by: D'Alessandro, Matteo, et al.
Published: (2026)

Quantile-Crossing Spectrum and Spline Autoregression Estimation
by: Li, Ta-Hsin
Published: (2024)

Spline Autoregression Method for Estimation of Quantile Spectrum
by: Li, Ta-Hsin
Published: (2024)

Distributed Lag Interaction Model with Index Modification
by: Demateis, Danielle, et al.
Published: (2025)

Fast Penalized Generalized Estimating Equations for Large Longitudinal Functional Datasets
by: Loewinger, Gabriel, et al.
Published: (2025)

Structured Bayesian Regression Tree Models for Estimating Distributed Lag Effects: The R Package dlmtree
by: Im, Seongwon, et al.
Published: (2025)

Semiparametric Discovery and Estimation of Interaction in Mixed Exposures using Stochastic Interventions
by: McCoy, David B., et al.
Published: (2023)

Linear Shrinkage Convexification of Penalized Linear Regression With Missing Data
by: Park, Seongoh, et al.
Published: (2024)

Asymptotics of numerical integration for two-level mixed models
by: Stringer, Alex, et al.
Published: (2022)

Estimating the EVSI with Gaussian Approximations and Spline-Based Series Methods
by: Li, Linke, et al.
Published: (2024)

Meta-Analysis Without Normality: Estimating the True Effect Distribution with Penalized Gaussian Mixtures
by: Sui, Daihe, et al.
Published: (2026)

Advancing Stepped Wedge Cluster Randomized Trials Analysis: Bayesian Hierarchical Penalized Spline Models for Immediate and Time-Varying Intervention Effects
by: Wu, Danni, et al.
Published: (2024)

Discovery of Critical Thresholds in Mixed Exposures and Estimation of Policy Intervention Effects using Targeted Learning
by: McCoy, David, et al.
Published: (2023)

A Distributed Lag Approach to the Generalised Dynamic Factor Model
by: Gersing, Philipp
Published: (2024)

Revisiting Penalized Likelihood Estimation for Gaussian Processes
by: Mutoh, Ayumi, et al.
Published: (2025)

Bayesian Estimation of Hierarchical Linear Models from Incomplete Data: Cluster-Level Interaction Effects and Small Sample Sizes
by: Shin, Dongho, et al.
Published: (2024)

Fast approximate Bayesian inference of HIV indicators using PCA adaptive Gauss-Hermite quadrature
by: Howes, Adam, et al.
Published: (2025)

Asymptotically Efficient Data-adaptive Penalized Shrinkage Estimation with Application to Causal Inference
by: Susmann, Herbert P., et al.
Published: (2025)

Cumulative Incidence Function Estimation Based on Population-Based Biobank Data
by: Gorfine, Malka, et al.
Published: (2024)