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multiRDPG (version 1.0.1)

Multiple Random Dot Product Graphs

Description

Fits the Multiple Random Dot Product Graph Model and performs a test for whether two networks come from the same distribution. Both methods are proposed in Nielsen, A.M., Witten, D., (2018) "The Multiple Random Dot Product Graph Model", arXiv preprint (Submitted to Journal of Computational and Graphical Statistics).

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Version

Install

install.packages('multiRDPG')

Monthly Downloads

128

Version

1.0.1

License

GPL-2

Maintainer

Agnes Martine Nielsen

Last Published

December 9th, 2018

Functions in multiRDPG (1.0.1)

plot.multiRDPGtest

Plots object from multiRDPG_test
updateU

updateU calculates the U update
swapA

swapA swaps the elements of A at random
updateL

updateL updates all Lambda
plot.multiRDPGfit

Plots object from multiRDPG
multiRDPG_test

Performs test based on Multiple Random Dot Product Graph
aplusfun

Calculates positive semi-definite part of a matrix
nullestimation

nullestimation calculates the estimation under the null hypothesis
print.multiRDPGfit

Print object from multiRDPG
print.multiRDPGtest

Print object from multiRDPG_test
calculateLRstat

calculateLRstat calculates the likelihood ratio statistic
calculateobjfun

calculateobjfun calculates the objective function
multiRDPG

Fitting Multiple Random Dot Product Graphs