netdiffuseR

netdiffuseR-package

Statistical analysis, visualization and simulation of diffusion and contagion
processes on networks. The package implements algorithms for
calculating stats such as innovation threshold levels, infectiousness
(contagion) and susceptibility, and hazard rates as presented in Burt (1987),
Valente (1995), and Myers (2000) (among others).
You can access to the project website at
<a href="https://github.com/USCCANA/netdiffuseR">https://github.com/USCCANA/netdiffuseR</a>

Empirical statistical analysis, visualization and simulation of
diffusion and contagion processes on networks. The package implements algorithms
for calculating network diffusion statistics such as transmission rate, hazard
rates, exposure models, network threshold levels, infectiousness (contagion),
and susceptibility. The package is inspired by work published in Valente,
et al., (2015) <DOI:10.1016/j.socscimed.2015.10.001>; Valente (1995) <ISBN:
9781881303213>, Myers (2000) <DOI:10.1086/303110>, Iyengar and others (2011)
<DOI:10.1287/mksc.1100.0566>, Burt (1987) <DOI:10.1086/228667>; among others.

George Vega Yon

Analysis of Diffusion and Contagion Processes on Networks

Thomas Valente

Anibal Olivera Morales

Stephanie Dyal

Timothy Hayes

netdiffuseR function

netdiffuseR was created with the support of grant R01 CA157577 from the National Cancer Institute/National Institutes of Health.

Acknowledgements

Online you can find several learning resources, particularly, at the 
netdiffuseR workshop website: &lt;https://github.com/USCCANA/netdiffuser-workshop&gt;.

Workshops and Tutorials

George G. Vega Yon &amp; Thomas W. Valente

Author

Statistical analysis, visualization and simulation of diffusion and contagion
processes on networks. The package implements algorithms for
calculating stats such as innovation threshold levels, infectiousness
(contagion) and susceptibility, and hazard rates as presented in Burt (1987),
Valente (1995), and Myers (2000) (among others).
You can access to the project website at
<a href='https://github.com/USCCANA/netdiffuseR'>https://github.com/USCCANA/netdiffuseR</a>