nor1mix: Normal (1-d) Mixture Models (S3 Classes and Methods)

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Onedimensional Normal Mixture Models Classes, for, e.g., density estimation or clustering algorithms research and teaching; providing the widely used Marron-Wand densities. Now fitting to data by ML (Maximum Likelihood) or EM estimation.

Author
Martin M├Ąchler
Date of publication
2016-08-25 10:00:56
Maintainer
Martin Maechler <maechler@stat.math.ethz.ch>
License
GPL (>= 2)
Version
1.2-2

View on CRAN

Man pages

clus2norMix
Transform Clustering / Grouping to Normal Mixture
dnorMix
Normal Mixture Density
llnorMix
Likelihood, Parametrization and EM-Steps For 1D Normal...
MarronWand
Marron-Wand Densities as 'norMix' Objects
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
rnorMix
Generate 'Normal Mixture' Distributed Random Numbers
r.norMix
Ratio of Normal Mixture to Corresponding Normal
sort.norMix
Sort Method for "norMix" Objects

Files in this package

nor1mix
nor1mix/TODO
nor1mix/tests
nor1mix/tests/ex.R
nor1mix/tests/par.R
nor1mix/tests/randNM.R
nor1mix/tests/MW.R
nor1mix/NAMESPACE
nor1mix/R
nor1mix/R/safeUroot.R
nor1mix/R/norMix.R
nor1mix/R/zMarrWand-dens.R
nor1mix/R/norMixEM.R
nor1mix/R/zzz.R
nor1mix/MD5
nor1mix/README
nor1mix/DESCRIPTION
nor1mix/ChangeLog
nor1mix/man
nor1mix/man/dnorMix.Rd
nor1mix/man/norMix.Rd
nor1mix/man/pnorMix.Rd
nor1mix/man/plot.norMix.Rd
nor1mix/man/llnorMix.Rd
nor1mix/man/r.norMix.Rd
nor1mix/man/norMixFit.Rd
nor1mix/man/clus2norMix.Rd
nor1mix/man/MarronWand.Rd
nor1mix/man/sort.norMix.Rd
nor1mix/man/rnorMix.Rd