Mixture of methods including mixtures


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Documentation for package ‘mixAK’ version 0.6

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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
GLMM_longitDA Discriminant analysis for longitudinal profiles based on fitted GLMM's
GLMM_MCMC MCMC estimation of generalized linear mixed model with mixtures in the distributions.
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
NMixEM EM algorithm for a homoscedastic normal mixture
NMixMCMC MCMC estimation of (multivariate) normal mixtures with possibly censored data.
NMixPlugCondDensJoint2 Pairwise bivariate conditional densities: plug-in estimate
NMixPlugCondDensJoint2.default Pairwise bivariate conditional densities: plug-in estimate
NMixPlugCondDensJoint2.GLMM_MCMC Pairwise bivariate conditional densities: plug-in estimate
NMixPlugCondDensJoint2.NMixMCMC Pairwise bivariate conditional densities: plug-in estimate
NMixPlugCondDensMarg Univariate conditional densities: plug-in estimate
NMixPlugCondDensMarg.default Univariate conditional densities: plug-in estimate
NMixPlugCondDensMarg.GLMM_MCMC Univariate conditional densities: plug-in estimate
NMixPlugCondDensMarg.NMixMCMC Univariate conditional densities: plug-in estimate
NMixPlugDA Discriminant analysis based on plug-in estimates from the mixture model
NMixPlugDensJoint2 Pairwise bivariate densities: plug-in estimate
NMixPlugDensJoint2.default Pairwise bivariate densities: plug-in estimate
NMixPlugDensJoint2.GLMM_MCMC Pairwise bivariate densities: plug-in estimate
NMixPlugDensJoint2.NMixMCMC Pairwise bivariate densities: plug-in estimate
NMixPlugDensMarg Marginal (univariate) densities: plug-in estimate
NMixPlugDensMarg.default Marginal (univariate) densities: plug-in estimate
NMixPlugDensMarg.GLMM_MCMC Marginal (univariate) densities: plug-in estimate
NMixPlugDensMarg.NMixMCMC Marginal (univariate) densities: plug-in estimate
NMixPredCDFMarg Marginal (univariate) predictive cumulative distribution function
NMixPredCDFMarg.default Marginal (univariate) predictive cumulative distribution function
NMixPredCDFMarg.GLMM_MCMC Marginal (univariate) predictive cumulative distribution function
NMixPredCDFMarg.NMixMCMC Marginal (univariate) predictive cumulative distribution function
NMixPredCondDensJoint2 Pairwise bivariate conditional predictive densities
NMixPredCondDensJoint2.default Pairwise bivariate conditional predictive densities
NMixPredCondDensJoint2.GLMM_MCMC Pairwise bivariate conditional predictive densities
NMixPredCondDensJoint2.NMixMCMC Pairwise bivariate conditional predictive densities
NMixPredCondDensMarg Univariate conditional predictive density
NMixPredCondDensMarg.default Univariate conditional predictive density
NMixPredCondDensMarg.GLMM_MCMC Univariate conditional predictive density
NMixPredCondDensMarg.NMixMCMC Univariate conditional predictive density
NMixPredDensJoint2 Pairwise bivariate predictive density
NMixPredDensJoint2.default Pairwise bivariate predictive density
NMixPredDensJoint2.GLMM_MCMC Pairwise bivariate predictive density
NMixPredDensJoint2.NMixMCMC Pairwise bivariate predictive density
NMixPredDensMarg Marginal (univariate) predictive density
NMixPredDensMarg.default Marginal (univariate) predictive density
NMixPredDensMarg.GLMM_MCMC Marginal (univariate) predictive density
NMixPredDensMarg.NMixMCMC Marginal (univariate) predictive density
NMixPseudoGOF Pseudo goodness-of-fit test for a normal mixture model
NMixPseudoGOF.default Pseudo goodness-of-fit test for a normal mixture model
NMixPseudoGOF.NMixMCMC Pseudo goodness-of-fit test for a normal mixture model
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.GLMM_MCMC MCMC estimation of generalized linear mixed model with mixtures in the distributions.
print.NMixEM EM algorithm for a homoscedastic normal mixture
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=trans(T) into distribution of T
Y2T.NMixPlugCondDensJoint2 Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPlugCondDensMarg Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPlugDensJoint2 Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPlugDensMarg Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPredCDFMarg Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPredCondDensJoint2 Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPredCondDensMarg Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPredDensJoint2 Transform fitted distribution of Y=trans(T) into distribution of T
Y2T.NMixPredDensMarg Transform fitted distribution of Y=trans(T) into distribution of T