generate.data: Generate simulated dataset for regression with network-linked...

In brtang63/StatComp21060: Final project of statistical computing

Description

Generate simulated dataset for regression with network-linked data

Usage

generate.data(V, K, p = 2, inter.p = 0.8, between.p = 0.2)

Arguments

V	number of vertices
K	number of communities
p	dimension of covariates
inter.p	in-community link probability
between.p	out-community link probability

Value

A list object comprising:

X	Design matrix of predictors.
Y	Response vector.
Adj	Adjacency matrix.

Examples

V <- 100
K <- 3
dataset <- generate.data(V, K)
str(dataset)

brtang63/StatComp21060 documentation built on Dec. 24, 2021, 1:25 a.m.