Cover Image

A Bayesian Spatio-Temporal Model of Temperature- and Humidity-Related Mortality Using High-Resolution Climate Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Perchtold, Corinna, Eisenberg, Julia, Otto, Philipp
Format:	Preprint
Published:	2025
Subjects:	Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Climate Change in Austria: Precipitation and Dry Spells over the last 60 years
by: Perchtold, Corinna
Published: (2024)

On the PM2.5 -- Mortality Association: A Bayesian Model for Spatio-Temporal Confounding
by: Zaccardi, Carlo, et al.
Published: (2024)

Bayesian Design for Sampling Anomalous Spatio-Temporal Data
by: Buchhorn, Katie, et al.
Published: (2024)

Composite Dyadic Models for Spatio-Temporal Data
by: Schwob, Michael R, et al.
Published: (2023)

Path Analysis Of Covid-19 with the Influence of Air Pressure, Air Temperature, and Relative Humidity
by: Pizon, Marvin G., et al.
Published: (2021)

Modeling Spatio-Temporal Dynamics of Obesity in Italian Regions Via Bayesian Beta Regression
by: Rota, Luciano, et al.
Published: (2025)

Mortality Modeling and Forecasting with the Actuaries Climate Index
by: Barigou, Karim, et al.
Published: (2025)

A Bayesian Spatio-Temporal Top-Down Framework for Estimating Opioid Use Disorder Risk Under Data Sparsity
by: Peterson, Emily N, et al.
Published: (2025)

A Spatio-Temporal Dirichlet Process Mixture Model on Linear Networks for Crime Data
by: Lee, Sujeong, et al.
Published: (2025)

A Unified Bayesian Framework for Mortality Model Selection
by: Diana, Alex, et al.
Published: (2024)

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)

Spatiotemporal Autoregressive Models for Areal Compositional Data
by: Eckardt, Matthias, et al.
Published: (2025)

High-Dimensional Multivariate VAR Estimation with Spatio-Temporal Structure
by: Bai, Peiliang
Published: (2026)

Bayesian Inference for Spatially-Temporally Misaligned Data Using Predictive Stacking
by: Pan, Soumyakanti, et al.
Published: (2025)

Enhancing the Accuracy of Spatio-Temporal Models for Wind Speed Prediction by Incorporating Bias-Corrected Crowdsourced Data
by: Organ, Eamonn, et al.
Published: (2025)

Bayesian Mapping of Mortality Clusters
by: Sottosanti, Andrea, et al.
Published: (2024)

Rethinking Climate Econometrics: Data Cleaning, Flexible Trend Controls, and Predictive Validation
by: Schötz, Christof, et al.
Published: (2025)

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

A Systematic Review of Spatio-Temporal Statistical Models: Theory, Structure, and Applications
by: Habereder, Isabella, et al.
Published: (2025)

Bayesian Modeling for Aggregated Relational Data: A Unified Perspective
by: Ward, Owen G., et al.
Published: (2025)

Spatio-Temporal Autoregressions for High Dimensional Matrix-Valued Time Series
by: Dou, Baojun, et al.
Published: (2025)

Dynamic Spatio-Temporal Sequential Ordinal Models: Application to Invasive Weeds
by: Hosack, Geoffrey R., et al.
Published: (2025)

Spatio-Temporal-Network Point Processes for Modeling Crime Events with Landmarks
by: Dong, Zheng, et al.
Published: (2024)

A Zero-Inflated Spatio-Temporal Model for Integrating Fishery-Dependent and Independent Data under Preferential Sampling
by: Silva, Daniela, et al.
Published: (2025)

Bayesian Dynamic Generalized Additive Model for Mortality during COVID-19 Pandemic
by: Zhang, Wei, 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)

Spatio-Temporal Analysis of Public Transportation Undercrowding: Leveraging APC Data for a Comprehensive Evaluation of Usage Rates
by: Burzacchi, Arianna, et al.
Published: (2024)

Relative Survival Analysis Using Bayesian Decision Tree Ensembles
by: Basak, Piyali, et al.
Published: (2024)

Spatio-Temporal Differences in Bike Sharing Usage: A Tale of Six Cities
by: Kinoshita, Shu-ichi, et al.
Published: (2024)

A Two-Step Spatio-Temporal Framework for Turbine-Height Wind Estimation at Unmonitored Sites from Sparse Meteorological Data
by: Organ, Eamonn, et al.
Published: (2026)

Model-Based Clustering of Football Event Sequences: A Marked Spatio-Temporal Point Process Mixture Approach
by: Amezouwui, Koffi, et al.
Published: (2025)

Quantifying Very Extreme Precipitation and Temperature Using Huge Ensembles Generated by Machine Learning-based Climate Model Emulators
by: Paciorek, Christopher J., et al.
Published: (2025)

Bayesian Modeling of Long-Term Dynamics in Indian Temperature Extremes
by: Chakraborty, Chitradipa
Published: (2025)

Bayesian Source Apportionment of Spatio-temporal air pollution data
by: Frigeri, Michela, et al.
Published: (2025)

Impacts of Climate Change on Mortality: An extrapolation of temperature effects based on time series data in France
by: Guibert, Quentin, et al.
Published: (2024)

Two-stage MCMC for Fast Bayesian Inference of Large Spatio-temporal Ordinal Data, with Application to US Drought
by: Hepler, Staci, et al.
Published: (2025)

Bayesian Profile Regression using Variational Inference to Identify Clusters of Multiple Long-Term Conditions Conditioning on Mortality in Population-Scale Data
by: Rafferty, James, et al.
Published: (2026)

Makeham Mortality Models as Mixtures
by: Patricio, Silvio C., et al.
Published: (2023)

A Continuous-Time Stochastic Process for High-Resolution Network Data in Sports
by: Grieshop, Nicholas, et al.
Published: (2023)

Reconstructing East Asian Temperatures from 1368 to 1911 Using Historical Documents, Climate Models, and Data Assimilation
by: Sun, Eric, et al.
Published: (2024)