Mixture of methods including mixtures


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Documentation for package ‘mixAK’ version 0.4

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Acidity Acidity index of lakes in North-Central Wisconsin
autolayout Automatic layout for several plots in one figure
BLA Best linear approximation with respect to the mean square error (theoretical linear regression).
Dirichlet Dirichlet distribution
dMVN Multivariate normal distribution
dMVNmixture Mixture of (multivariate) normal distributions
dMVNmixture2 Mixture of (multivariate) normal distributions
dWishart Wishart distribution
Enzyme Enzymatic activity in the blood
Faithful Old Faithful Geyser Data
Galaxy Velocities of distant galaxies
MatMPpinv Moore-Penrose pseudoinverse of a squared matrix
MatSqrt Square root of a matrix
MVN Multivariate normal distribution
MVNmixture Mixture of (multivariate) normal distributions
NMixChainsDerived Create MCMC chains derived from previously sampled values
NMixClust Clustering based on a mixture model
NMixMCMC MCMC estimation of (multivariate) normal mixtures with possibly censored data.
NMixPlugCondDensJoint2 Pairwise bivariate conditional densities: plug-in estimate
NMixPlugCondDensMarg Univariate conditional densities: plug-in estimate
NMixPlugDensJoint2 Pairwise bivariate densities: plug-in estimate
NMixPlugDensMarg Marginal (univariate) densities: plug-in estimate
NMixPredCDFMarg Marginal (univariate) predictive cumulative distribution function
NMixPredCondDensJoint2 Pairwise bivariate conditional predictive densities
NMixPredCondDensMarg Univariate conditional predictive density
NMixPredDensJoint2 Pairwise bivariate predictive density
NMixPredDensMarg Marginal (univariate) predictive density
NMixSummComp Summary for the mixture components
plot.NMixPlugCondDensJoint2 Plot computed pairwise bivariate conditional densities (plug-in estimate)
plot.NMixPlugCondDensMarg Plot computed univariate conditional densities (plug-in estimate)
plot.NMixPlugDensJoint2 Plot computed marginal pairwise bivariate densities (plug-in estimate)
plot.NMixPlugDensMarg Plot computed marginal predictive densities
plot.NMixPredCDFMarg Plot computed marginal predictive cumulative distribution functions
plot.NMixPredCondDensJoint2 Plot computed predictive pairwise bivariate conditional densities
plot.NMixPredCondDensMarg Plot computed univariate conditional predictive densities
plot.NMixPredDensJoint2 Plot computed marginal pairwise bivariate predictive densities
plot.NMixPredDensMarg Plot computed marginal predictive densities
print.NMixMCMC MCMC estimation of (multivariate) normal mixtures with possibly censored data.
print.NMixMCMClist MCMC estimation of (multivariate) normal mixtures with possibly censored data.
rcMVN Multivariate normal distribution
rDirichlet Dirichlet distribution
rMVN Multivariate normal distribution
rMVNmixture Mixture of (multivariate) normal distributions
rMVNmixture2 Mixture of (multivariate) normal distributions
rRotationMatrix Random rotation matrix
rSamplePair Sample a pair (with replacement)
rTMVN Truncated multivariate normal distribution
rTNorm Truncated normal distribution
rWishart Wishart distribution
SP2Rect Creation of a rectangular symmetric matrix from its lower triangle (symmetric packed format)
Tandmob Signal Tandmobiel data
TandmobEmer Signal Tandmobiel data - emergence times
TMVN Truncated multivariate normal distribution
TNorm Truncated normal distribution
Wishart Wishart distribution
Y2T Transform fitted distribution of Y=log(T) into distribution of T