compare_mmm: Compare MMM fits across different k

In Nestimate: Network Estimation, Bootstrap, and Higher-Order Analysis

Compare MMM fits across different k

Description

Compare MMM fits across different k

Usage

compare_mmm(data, k = 2:5, ...)

Arguments

data	Data frame, netobject, or tna model.
k	Integer vector of component counts. Default: 2:5.
...	Arguments passed to build_mmm.

Value

A mmm_compare data frame with BIC, AIC, ICL, AvePP, entropy per k.

Examples

seqs <- data.frame(V1 = sample(c("A","B","C"), 30, TRUE),
                   V2 = sample(c("A","B","C"), 30, TRUE))
comp <- compare_mmm(seqs, k = 2:3, n_starts = 1, max_iter = 10, seed = 1)
comp

seqs <- data.frame(
  V1 = sample(LETTERS[1:3], 30, TRUE), V2 = sample(LETTERS[1:3], 30, TRUE),
  V3 = sample(LETTERS[1:3], 30, TRUE), V4 = sample(LETTERS[1:3], 30, TRUE)
)
comp <- compare_mmm(seqs, k = 2:3, seed = 42)
print(comp)

Nestimate documentation built on April 20, 2026, 5:06 p.m.