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nor1mix (version 1.3-3)

Normal aka Gaussian 1-d Mixture Models

Description

Onedimensional Normal (i.e. Gaussian) Mixture Models (S3) 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.

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Version

Install

install.packages('nor1mix')

Monthly Downloads

5,427

Version

1.3-3

License

GPL (>= 2)

Maintainer

Martin Maechler

Last Published

April 6th, 2024

Functions in nor1mix (1.3-3)

rnorMix

Generate 'Normal Mixture' Distributed Random Numbers
r.norMix

Ratio of Normal Mixture to Corresponding Normal
llnorMix

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

EM and MLE Estimation of Univariate Normal Mixtures
plot.norMix

Plotting Methods for 'norMix' Objects
dnorMix

Normal Mixture Density
norMix

Mixtures of Univariate Normal Distributions
MarronWand

Marron-Wand Densities as 'norMix' Objects
pnorMix

Normal Mixture Cumulative Distribution and Quantiles
sort.norMix

Sort Method for "norMix" Objects
clus2norMix

Transform Clustering / Grouping to Normal Mixture
norMix2call

Transform "norMix" object into Call, Expression or Function
nor1mix-package

tools:::Rd_package_title("nor1mix")