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mixsmsn (version 1.1-10)

Fitting Finite Mixture of Scale Mixture of Skew-Normal Distributions

Description

Functions to fit finite mixture of scale mixture of skew-normal (FM-SMSN) distributions, details in Prates, Lachos and Cabral (2013) , Cabral, Lachos and Prates (2012) and Basso, Lachos, Cabral and Ghosh (2010) .

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Version

Install

install.packages('mixsmsn')

Monthly Downloads

585

Version

1.1-10

License

GPL (>= 2.0)

Maintainer

Marcos Prates

Last Published

October 6th, 2021

Functions in mixsmsn (1.1-10)

rmix

Random univariate FM-SMSN generator
mix.print

Printing mix object
rmmix

Random multivariate FM-SMSN generator
faithful

Old Faithful Geyser Data
bmi

Body Mass Index
smsn.mix

Fit univariate FM-SMSN distribution
mix.contour

Print the selected groups with contours
mix.dens

Estimated densities
imm.smsn

Information matrix
im.smsn

Information matrix
mix.lines

Plot lines of smsn densities
mix.hist

Estimated densities
smsn.mmix

Fit multivariate FM-SMSN distributions.
smsn.search

Find the best number of cluster for a determined data set.