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mixAK (version 0.4)
Mixture of methods including mixtures
Description
This package contains a mixture of statistical methods including the MCMC methods to analyze normal mixtures
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Install
install.packages('mixAK')
Monthly Downloads
326
Version
0.4
License
GPL (>= 2)
Maintainer
Arnošt Komárek
Last Published
June 25th, 2009
Functions in mixAK (0.4)
Search all functions
NMixPlugDensMarg
Marginal (univariate) densities: plug-in estimate
NMixPredCondDensJoint2
Pairwise bivariate conditional predictive densities
NMixPlugDensJoint2
Pairwise bivariate densities: plug-in estimate
Galaxy
Velocities of distant galaxies
NMixPredCondDensMarg
Univariate conditional predictive density
NMixMCMCwrapper
Wrapper to the NMixMCMC main simulation.
plot.NMixPlugDensJoint2
Plot computed marginal pairwise bivariate densities (plug-in estimate)
Faithful
Old Faithful Geyser Data
NMixPredDensMarg
Marginal (univariate) predictive density
plot.NMixPredCondDensMarg
Plot computed univariate conditional predictive densities
MVNmixture
Mixture of (multivariate) normal distributions
Acidity
Acidity index of lakes in North-Central Wisconsin
MatMPpinv
Moore-Penrose pseudoinverse of a squared matrix
NMixPredDensJoint2
Pairwise bivariate predictive density
NMixMCMC
MCMC estimation of (multivariate) normal mixtures with possibly censored data.
Y2T
Transform fitted distribution of Y=log(T) into distribution of T
plot.NMixPredCDFMarg
Plot computed marginal predictive cumulative distribution functions
rSamplePair
Sample a pair (with replacement)
TNorm
Truncated normal distribution
plot.NMixPlugCondDensMarg
Plot computed univariate conditional densities (plug-in estimate)
BLA
Best linear approximation with respect to the mean square error (theoretical linear regression).
NMixSummComp
Summary for the mixture components
TandmobEmer
Signal Tandmobiel data - emergence times
plot.NMixPlugDensMarg
Plot computed marginal predictive densities
Dirichlet
Dirichlet distribution
MatSqrt
Square root of a matrix
plot.NMixPredDensJoint2
Plot computed marginal pairwise bivariate predictive densities
TMVN
Truncated multivariate normal distribution
NMixPlugCondDensJoint2
Pairwise bivariate conditional densities: plug-in estimate
SP2Rect
Creation of a rectangular symmetric matrix from its lower triangle (symmetric packed format)
MVN
Multivariate normal distribution
plot.NMixPredDensMarg
Plot computed marginal predictive densities
autolayout
Automatic layout for several plots in one figure
plot.NMixPredCondDensJoint2
Plot computed predictive pairwise bivariate conditional densities
Wishart
Wishart distribution
Tandmob
Signal Tandmobiel data
NMixClust
Clustering based on a mixture model
plot.NMixPlugCondDensJoint2
Plot computed pairwise bivariate conditional densities (plug-in estimate)
rRotationMatrix
Random rotation matrix
Enzyme
Enzymatic activity in the blood
NMixPlugCondDensMarg
Univariate conditional densities: plug-in estimate
NMixChainsDerived
Create MCMC chains derived from previously sampled values
NMixPredCDFMarg
Marginal (univariate) predictive cumulative distribution function