Cover Image

A Bayesian Modelling Framework with Model Comparison for Epidemics with Super-Spreading

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Craddock, Hannah, Spencer, Simon EF, Didelot, Xavier
Format:	Preprint
Published:	2025
Subjects:	Quantitative Methods
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Structural and Practical Identifiability of Phenomenological Growth Models for Epidemic Forecasting
by: Liyanage, Yuganthi R., et al.
Published: (2025)

A Tutorial on Structural Identifiability of Epidemic Models Using StructuralIdentifiability.jl
by: Liyanage, Yuganthi R., et al.
Published: (2025)

Stochasticity and Practical Identifiability in Epidemic Models: A Monte Carlo Perspective
by: Mattamira, Chiara, et al.
Published: (2025)

Using Active Matter to Introduce Spatial Heterogeneity to the Susceptible-Infected-Recovered Model of Epidemic Spreading
by: Forgacs, P., et al.
Published: (2022)

Bayesian Comparisons Between Representations
by: Schütt, Heiko H.
Published: (2024)

Compositional amortized inference for large-scale hierarchical Bayesian models
by: Arruda, Jonas, et al.
Published: (2025)

Comparing Bayesian and Frequentist Inference in Biological Models: A Comparative Analysis of Accuracy, Uncertainty, and Identifiability
by: Mohammed, Mohammed A. Y., et al.
Published: (2025)

A Framework for Building Enviromics Matrices in Mixed Models
by: Trevisan, B. A., et al.
Published: (2025)

Essential Workers at Risk: An Agent-Based Model (SAFE-ABM) with Bayesian Uncertainty Quantification
by: Amona, Elizabeth B., et al.
Published: (2025)

Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling
by: Gwiazda, Piotr, et al.
Published: (2025)

SHREC: A Framework for Advancing Next-Generation Computational Phenotyping with Large Language Models
by: Pungitore, Sarah, et al.
Published: (2025)

A Novel Framework for Comparing Combination Therapy Outcomes Using Mechanistic Graph Models
by: Sengupta, Dipayan, et al.
Published: (2025)

A Modelling Assessment of the Impact of Control Measures on Simulated Foot-and-Mouth Disease Spread in Mato Grosso do Sul, Brazil
by: Cardenas, Nicolas C., et al.
Published: (2026)

A Systematic Computational Framework for Practical Identifiability Analysis in Mathematical Models Arising from Biology
by: Wang, Shun, et al.
Published: (2025)

Modelling longitudinal polytomous animal data using Bayesian hierarchical models
by: Salvador, Maria Letícia, et al.
Published: (2025)

An overview of continuous and discrete phasor analysis of binned or time-gated periodic decays
by: Michalet, Xavier
Published: (2021)

Epidemic-guided deep learning for spatiotemporal forecasting of Tuberculosis outbreak
by: Barman, Madhab, et al.
Published: (2025)

A Joint Survival Modeling and Therapy Knowledge Graph Framework to Characterize Opioid Use Disorder Trajectories
by: Wei, Mengman, et al.
Published: (2026)

Bayesian spatio-temporal modelling for infectious disease outbreak detection
by: Adeoye, Matthew, et al.
Published: (2025)

On the Connection Between Differential Population Growth Rate and Epidemic Reproduction Numbers
by: Qin, Hong
Published: (2026)

AutoProteinEngine: A Large Language Model Driven Agent Framework for Multimodal AutoML in Protein Engineering
by: Liu, Yungeng, et al.
Published: (2024)

TourSynbio-Search: A Large Language Model Driven Agent Framework for Unified Search Method for Protein Engineering
by: Liu, Yungeng, et al.
Published: (2024)

Age Group Sensitivity Analysis of Epidemic Models: Investigating the Impact of Contact Matrix Structure
by: Vizi, Zsolt, et al.
Published: (2025)

Modeling Metabolic State Transitions in Obesity Using a Time-Varying Lambda-Omega Framework
by: Saghafi, Soheil, et al.
Published: (2026)

Spread of pathogens in the patient transfer network of US hospitals
by: Gracia, Juan Fernández, et al.
Published: (2015)

A four-step Bayesian workflow for improving ecological science
by: Wolkovich, EM, et al.
Published: (2024)

Modelling collective cell migration in a data-rich age: challenges and opportunities for data-driven modelling
by: Baker, Ruth E., et al.
Published: (2025)

LAFA: A Framework for Reproducible Longitudinal Assessment of Protein Function Annotation Models
by: Phan, An, et al.
Published: (2026)

A generalisation of the method of regression calibration and comparison with Bayesian and frequentist model averaging methods
by: Little, Mark P, et al.
Published: (2023)

Bayesian ensemble learning for predicting health outcomes of multipollutant mixtures
by: Ning, Yu-Chien, et al.
Published: (2025)

A Hypothesis-First Framework for Mechanistic Modeling in Neuroimaging
by: Boutet, Dominic, et al.
Published: (2025)

Accounting for Missed Events in the Bayesian Modeling of IP3R Multimodal Gating
by: Marzougui, Schayma Ben, et al.
Published: (2026)

Increasing certainty in systems biology models using Bayesian multimodel inference
by: Linden-Santangeli, Nathaniel, et al.
Published: (2024)

A Comparison of Bacterial Colonies Count from Petri Dishes Utilizing Hough Transform and Traditional Manual Counting
by: Rehman, Areesha, et al.
Published: (2025)

A Novel Multi-view Mixture Model Framework for Longitudinal Clustering with Application to ANCA-Associated Vasculitis
by: Jia, Shen, et al.
Published: (2026)

A Platform for the Biomedical Application of Large Language Models
by: Lobentanzer, Sebastian, et al.
Published: (2023)

Single-Trajectory Bayesian Modeling Reveals Multi-State Diffusion of the MSH Sliding Clamp
by: Park, Seongyu, et al.
Published: (2025)

Spatially-Structured Models of Viral Dynamics: A Scoping Review
by: Williams, Thomas, et al.
Published: (2025)

PhysiBoSS-Models: A database for multiscale models
by: Noel, Vincent, et al.
Published: (2025)

TemPL: A Novel Deep Learning Model for Zero-Shot Prediction of Protein Stability and Activity Based on Temperature-Guided Language Modeling
by: Tan, Pan, et al.
Published: (2023)