Article

EpiModel: An <tt>R</tt> Package for Mathematical Modeling of Infectious Disease over Networks

2017-11-03

Abstract excerpt

EpiModel provides tools for building, simulating, and analyzing mathematical models for the population dynamics of infectious disease transmission in R. Several classes of models are included, but the unique contribution of this software package is a general stochastic framework for modeling the spread of epidemics on networks. This framework integrates recent advances in statistical methods for network analysis,...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 2e4a3beb-cf8c-5ee8-81f2-ca0c4443f058
DOI: 10.1101/213009

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

EpiModel: An <tt>R</tt> Package for Mathematical Modeling of Infectious Disease over NetworksDOI 10.1101/213009Read

Networks and Epidemics: Designing network-based intervention strategies from edge-based infection probabilitySemantic proximity Read

A model for the co-evolution of dynamic social networks and infectious disease dynamicsSemantic proximity Read

Epidemic graph diagrams as analytics for epidemic control in the data-rich eraSemantic proximity Read

Risk mapping novel respiratory pathogens with large-scale dynamic contact networksSemantic proximity Read

Data-Driven Construction of Age-Structured Contact NetworksSemantic proximity Read

Modeling disease spread in populations with birth, death, and concurrencySemantic proximity Read

Integrating molecular epidemiology and social network analysis to study infectious diseases: Towards a socio-molecular era for public healthSemantic proximity Read

EpiFusion: Joint inference of the effective reproduction number by integrating phylodynamic and epidemiological modelling with particle filteringSemantic proximity Read

A Machine Learning Framework for Constructing Heterogeneous Contact Networks: Implications for Epidemic ModellingSemantic proximity Read

Principled simulation of agent-based models in epidemiologySemantic proximity Read

The role of connectivity on COVID-19 preventive approachesSemantic proximity Read

Reconstructing contact network structure and cross-immunity patterns from multiple infection histories.Semantic proximity Read