omni: omni embedding

Description Usage Arguments Author(s)

Description

Get the omnibus embedding and compute the test statistic, which is given by the squared Frobenius norm between the two embeddings.

Usage

1
omni(A, B, d = 2, nbs = 500, do.null = TRUE, runQ = TRUE, pvec = 0.5)

Arguments

A

a n x n matrix

B

a n x n matrix

d

an embedding dimension

nbs

a number of bootstrapping

do.null

a boolean to decide to calculate null distribution of the test statistics

runQ

a boolean to decide to calculate null distribution of the test statistics for the given graphs

pvec

an edge probability vector for ER random graphs for the null statistics

Author(s)

Youngser Park <youngser@jhu.edu>


youngser/gmmase documentation built on May 30, 2019, 7:19 p.m.