bic.select.best.mode: Select best mode with BIC

In antagomir/netresponse: Functional Network Analysis

Select best mode with BIC

Description

Select optimal number of mixture components by adding components until the increase in objective function is below threshold.

Usage

bic.select.best.mode(x, max.modes = 1, bic.threshold = 1, min.modes = 1)

Arguments

x	dat vector (for univariate analysis) or a matrix (for multivariate analysis)
max.modes	Maximum number of modes to be checked for mixture model selection
bic.threshold	BIC threshold which needs to be exceeded before a new mode is added to the mixture.
min.modes	Optional. Minimum number of modes.

Value

Fitted latent class model (parameters and free energy)

Author(s)

Contact: Leo Lahti [e-mail]

References

See citation('netresponse')

antagomir/netresponse documentation built on March 30, 2023, 7:24 a.m.