generate_graphon function

Generate a Graphon Probability Matrix

This function generates a graphon probability matrix based on a specified graphon type. Users can control the generation process through various parameters.

generate_graphon(size, graph_num = 1, sampling_on_u = TRUE, u_input = NULL)

Arguments

• size: An integer specifying the size of the network.
• graph_num: An integer (default is 1) indicating the graphon type to use. Acceptable values are from 1 to 6.
• sampling_on_u: A logical value determining if uniform sampling should be used for 'u'. Defaults to TRUE. If FALSE, a regular sequence from 0 to 1 is used.
• u_input: An optional numeric vector that provides specific values for 'u'. If NULL (default), 'u' is generated based on 'sampling_on_u'.

Returns

A matrix of probabilities is returned.

Examples

# Generate a graphon probability matrix of size 100 using graphon setting 1
P = generate_graphon(100, 1)