Learn R Programming

⚠️There's a newer version (1.3-3) of this package.Take me there.

nor1mix (version 1.3-0)

Normal aka Gaussian (1-d) Mixture Models (S3 Classes and Methods)

Description

Onedimensional Normal (i.e. Gaussian) Mixture Models Classes, for, e.g., density estimation or clustering algorithms research and teaching; providing the widely used Marron-Wand densities. Efficient random number generation and graphics. Fitting to data by efficient ML (Maximum Likelihood) or traditional EM estimation.

Copy Link

Version

Install

install.packages('nor1mix')

Monthly Downloads

3,884

Version

1.3-0

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

June 13th, 2019

Functions in nor1mix (1.3-0)

norMixFit

EM and MLE Estimation of Univariate Normal Mixtures
sort.norMix

Sort Method for "norMix" Objects
rnorMix

Generate 'Normal Mixture' Distributed Random Numbers
r.norMix

Ratio of Normal Mixture to Corresponding Normal
clus2norMix

Transform Clustering / Grouping to Normal Mixture
plot.norMix

Plotting Methods for 'norMix' Objects
dnorMix

Normal Mixture Density
llnorMix

Likelihood, Parametrization and EM-Steps For 1D Normal Mixtures
nor1mix-package

tools:::Rd_package_title("nor1mix")
norMix2call

Transform "norMix" object into Call, Expression or Function
MarronWand

Marron-Wand Densities as 'norMix' Objects
norMix

Mixtures of Univariate Normal Distributions
pnorMix

Normal Mixture Cumulative Distribution and Quantiles