gmm_size_probability_nls: The Gaussian Mixture Distribution

In MixtureFitting: Fitting of Univariate Mixture Distributions to Data using Various Approaches

The Gaussian Mixture Distribution

Description

Calculates the posterior probability of a Gaussian mixture with n components. Internally, it bins the data vector and calls nls() to optimize the mixture fit. Returns the list of the same form as received from optim().

Usage

    gmm_size_probability_nls( x, n, bins = 100, trace = FALSE )

Arguments

x	data vector
n	number of mixture components
bins	number of bins
trace	should debug trace be printed?

Value

List of the same form as received from optim().

Author(s)

Andrius Merkys

MixtureFitting documentation built on June 8, 2025, 11:19 a.m.