nvd: Network-Valued Data Constructor

In astamm/nevada: Network-Valued Data Analysis

Network-Valued Data Constructor

Description

This is the constructor for objects of class nvd.

Usage

nvd(
  model = "smallworld",
  n = 1L,
  num_vertices = 25L,
  model_params = list(dim = 1L, nei = 4L, p = 0.15),
  seed = 1234
)

Arguments

model	A string specifying the model to be used for sampling networks (current choices are: "sbm", "k_regular", "gnp", "smallworld", "pa", "poisson" and "binomial"). Defaults to "smallworld".
n	An integer specifying the sample size. Defaults to 1L.
num_vertices	An integer specifying the order of the graphs to be generated (i.e. the number of nodes). Defaults to 25L.
model_params	A named list setting the parameters of the model you are considering. Defaults to list(dim = 1L, nei = 4L, p = 0.15) which sets defaults parameters for the Watts-Strogatz small-world model generator.
seed	An integer specifying the random generator seed. Defaults to 1234.

Value

A nvd object which is a list of igraph objects.

Examples

smallworld_params <- list(dim = 1L, nei = 4L, p = 0.15)
nvd(model_params = smallworld_params)

astamm/nevada documentation built on Sept. 9, 2023, 1:37 a.m.