nor1mix v1.2-3

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

Onedimensional Normal 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; now fitting to data by ML (Maximum Likelihood) or EM estimation.

Functions in nor1mix

Name Description
dnorMix Normal Mixture Density
norMix Mixtures of Univariate Normal Distributions
norMixFit EM and MLE Estimation of Univariate Normal Mixtures
plot.norMix Plotting Methods for 'norMix' Objects
pnorMix Normal Mixture Cumulative Distribution and Quantiles
r.norMix Ratio of Normal Mixture to Corresponding Normal
rnorMix Generate 'Normal Mixture' Distributed Random Numbers
sort.norMix Sort Method for "norMix" Objects
MarronWand Marron-Wand Densities as 'norMix' Objects
clus2norMix Transform Clustering / Grouping to Normal Mixture
llnorMix Likelihood, Parametrization and EM-Steps For 1D Normal Mixtures
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Details

Date 2017-08-29
License GPL (>= 2)
Encoding UTF-8
NeedsCompilation no
Packaged 2017-08-29 13:15:59 UTC; maechler
Repository CRAN
Date/Publication 2017-08-30 12:50:45 UTC

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