A new framework and software to estimate time-varying reproduction numbers during epidemics

A Cori, NM Ferguson, C Fraser… - American journal of …, 2013 - academic.oup.com
The quantification of transmissibility during epidemics is essential to designing and
adjusting public health responses. Transmissibility can be measured by the reproduction …

Spatio-temporal analysis of epidemic phenomena using the R package surveillance

S Meyer, L Held, M Höhle - arXiv preprint arXiv:1411.0416, 2014 - arxiv.org
The availability of geocoded health data and the inherent temporal structure of
communicable diseases have led to an increased interest in statistical models and software …

Defining an epidemiological landscape that connects movement ecology to pathogen transmission and pace‐of‐life

K Manlove, M Wilber, L White… - Ecology …, 2022 - Wiley Online Library
Pathogen transmission depends on host density, mobility and contact. These components
emerge from host and pathogen movements that themselves arise through interactions with …

Exponential-Family Models of Random Graphs

M Schweinberger, PN Krivitsky, CT Butts, JR Stewart - Statistical Science, 2020 - JSTOR
Exponential-family Random Graph Models (ERGMs) constitute a large statistical framework
for modeling dense and sparse random graphs with short-or long-tailed degree distributions …

Computational statistical methods for social network models

DR Hunter, PN Krivitsky… - Journal of Computational …, 2012 - Taylor & Francis
We review the broad range of recent statistical work in social network models, with emphasis
on computational aspects of these methods. Particular focus is applied to exponential-family …

Simnest: Social media nested epidemic simulation via online semi-supervised deep learning

L Zhao, J Chen, F Chen, W Wang, CT Lu… - … conference on data …, 2015 - ieeexplore.ieee.org
Infectious disease epidemics such as influenza and Ebola pose a serious threat to global
public health. It is crucial to characterize the disease and the evolution of the ongoing …

tsiR: An R package for time-series Susceptible-Infected-Recovered models of epidemics

AD Becker, BT Grenfell - PloS one, 2017 - journals.plos.org
tsiR is an open source software package implemented in the R programming language
designed to analyze infectious disease time-series data. The software extends a well …

FAVITES: simultaneous simulation of transmission networks, phylogenetic trees and sequences

N Moshiri, M Ragonnet-Cronin, JO Wertheim… - …, 2019 - academic.oup.com
Motivation The ability to simulate epidemics as a function of model parameters allows
insights that are unobtainable from real datasets. Further, reconstructing transmission …

Inference of transmission network structure from HIV phylogenetic trees

F Giardina, EO Romero-Severson, J Albert… - PLoS computational …, 2017 - journals.plos.org
Phylogenetic inference is an attractive means to reconstruct transmission histories and
epidemics. However, there is not a perfect correspondence between transmission history …

Online flu epidemiological deep modeling on disease contact network

L Zhao, J Chen, F Chen, F Jin, W Wang, CT Lu… - GeoInformatica, 2020 - Springer
The surveillance and preventions of infectious disease epidemics such as influenza and
Ebola are important and challenging issues. It is therefore crucial to characterize the disease …