nor1mix v1.3-0

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

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.

Functions in nor1mix

Name Description
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 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
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Details

Date 2019-06-13
License GPL (>= 2)
Encoding UTF-8
NeedsCompilation no
Packaged 2019-06-13 10:42:56 UTC; maechler
Repository CRAN
Date/Publication 2019-06-13 13:20:03 UTC

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