Cover Image

A Comparison between Markov Switching Zero-inflated and Hurdle Models for Spatio-temporal Infectious Disease Counts

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Mingchi, Douwes-Schultz, Dirk, Schmidt, Alexandra M.
Format:	Preprint
Published:	2023
Subjects:	Applications
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hidden Markov Individual-level Models of Infectious Disease Transmission
by: Douwes-Schultz, Dirk, et al.
Published: (2026)

Markov switching zero-inflated space-time multinomial models for comparing multiple infectious diseases
by: Douwes-Schultz, Dirk, et al.
Published: (2024)

A three-state coupled Markov switching model for COVID-19 outbreaks across Quebec based on hospital admissions
by: Douwes-Schultz, Dirk, et al.
Published: (2023)

Navigating Challenges in Spatio-temporal Modelling of Antarctic Krill Abundance: Addressing Zero-inflated Data and Misaligned Covariates
by: Amaral, André Victor Ribeiro, et al.
Published: (2024)

A Bayesian Hierarchical Hurdle Beta-Binomial Model for Survey-Weighted Bounded Counts and Its Application to Childcare Enrollment
by: Lee, JoonHo
Published: (2026)

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

Hurdle Network Model With Latent Dynamic Shrinkage For Enhanced Edge Prediction in Zero-Inflated Directed Network Time Series
by: Pramanik, Sandipan, et al.
Published: (2025)

Constructing Contact and Connectivity Matrices for Infectious Disease Modelling
by: Li, Xiahui, et al.
Published: (2026)

Spatio-temporal Occupancy Models with INLA
by: Belmont, Jafet, et al.
Published: (2024)

Conditional forecasting of bus travel time and passenger occupancy with Bayesian Markov regime-switching vector autoregression
by: Chen, Xiaoxu, et al.
Published: (2024)

Zero-inflated stochastic volatility model for disaggregated inflation data with exact zeros
by: Han, Geonhee, et al.
Published: (2024)

Scalable Spatiotemporal Modeling for Bicycle Count Prediction
by: Yadav, Rishikesh, et al.
Published: (2025)

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

Zero-inflated modeling with smoothing on counting tensors
by: Tuzhilina, Elena, et al.
Published: (2026)

Large-scale Epidemiological modeling: Scanning for Mosquito-Borne Diseases Spatio-temporal Patterns in Brazil
by: Araujo, Eduardo C., et al.
Published: (2024)

Atlanta Gun Violence Modeling via Nonstationary Spatio-temporal Point Processes
by: Dong, Zheng, et al.
Published: (2024)

Prediction Markets Underperform Simple Baselines For Infectious Disease Forecasting
by: Dudley, Carson, et al.
Published: (2026)

Multivariate Spatio-temporal Modelling for Completing Cancer Registries and Forecasting Incidence
by: Retegui, Garazi, et al.
Published: (2025)

Spatio-temporal methods for estimating subsurface ocean thermal response to tropical cyclones
by: Hu, Addison J., et al.
Published: (2020)

Connecting Mass-action Models and Network Models for Infectious Diseases
by: Le, Thien-Minh, et al.
Published: (2024)

Zero-inflated binary Tree Pólya splitting regression for multivariate count data
by: Moudjieu, Fabrice, et al.
Published: (2026)

Spatio-temporal modeling of urban extreme rainfall events at high resolution
by: Serre-Combe, Chloé, et al.
Published: (2026)

The geometry of conflict : 3D Spatio-temporal patterns in fatalities prediction
by: Schincariol, Thomas
Published: (2026)

Zero-inflation in the Multivariate Poisson Lognormal Family
by: Batardière, Bastien, et al.
Published: (2024)

Spatio-temporal fusion of reanalysis and in situ data for censored threshold exceedances of PM2.5
by: Cuba, M. Daniela, et al.
Published: (2025)

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

Spatio-temporal modeling for record-breaking temperature events in Spain
by: Castillo-Mateo, Jorge, et al.
Published: (2024)

Spatio-temporal characterisation of underwater noise through semantic trajectories
by: Rovinelli, Giulia, et al.
Published: (2025)

Spatio-temporal smoothing, interpolation and prediction of income distributions based on grouped data
by: Kobayashi, Genya, et al.
Published: (2022)

A Comparison of Zero-Inflated Models for Modern Biomedical Data
by: Beveridge, Max, et al.
Published: (2024)

Not All Accuracy Is Equal: Prioritizing Independence in Infectious Disease Forecasting
by: Dudley, Carson, et al.
Published: (2025)

Spatio-temporal modelling of electric vehicle charging demand
by: Bouaachra, Kaoutar, et al.
Published: (2026)

Modeling zero-inflated precipitation extremes
by: Abbas, Aamar, et al.
Published: (2025)

Model-based Clustering of Multi-Dimensional Zero-Inflated Counts via the EM Algorithm
by: AghahosseinaliShirazi, Zahra, et al.
Published: (2024)

Zero-inflated stochastic block modeling of efficiency-security tradeoffs in weighted criminal networks
by: Lu, Chaoyi, et al.
Published: (2024)

Spatio-temporal areal models to support small area estimation: An application to national-scale forest carbon monitoring
by: Shannon, Elliot S., et al.
Published: (2024)

Markov Regime-Switching Intelligent Driver Model for Interpretable Car-Following Behavior
by: Zhang, Chengyuan, et al.
Published: (2025)

A Spatio-temporal CP decomposition analysis of New England region in the US
by: Sanogo, Fatoumata
Published: (2025)

Spatio-temporal Shared-Field Modeling of Beluga and Bowhead Whale Sightings Using a Joint Marked Log-Gaussian Cox Process
by: Pant, Mauli, et al.
Published: (2025)

A Finite Mixture Hidden Markov Model for Intermittently Observed Disease Process with Heterogeneity and Partially Known Disease Type
by: Shi, Yidan, et al.
Published: (2024)