mixAK

Acidity index of lakes in North-Central Wisconsin

Best linear approximation with respect to the mean square error (theoretical linear regression).

B-spline basis

Dirichlet distribution

Enzymatic activity in the blood

Old Faithful Geyser Data

MCMC estimation of a (multivariate) generalized linear mixed model with a normal mixture in the distribution of random effects

Data manipulation for the GLMM_MCMC function

Initial (RE)ML fits for the GLMM_MCMC function

Handle init.alpha or init2.alpha argument of GLMM_MCMC function

Handle init.b or init2.b argument of GLMM_MCMC function

Handle init.eps or init2.eps argument of GLMM_MCMC function

Handle prior.alpha argument of GLMM_MCMC function

Handle prior.eps argument of GLMM_MCMC function

Handle prior.eps argument of GLMM_MCMC function

Handle scale.b argument of GLMM_MCMC function

Wrapper to the GLMM_MCMC main simulation.

Discriminant analysis for longitudinal profiles based on fitted GLMM's

Discriminant analysis for longitudinal profiles based on fitted GLMM's

Velocities of distant galaxies

Multivariate normal distribution

Mixture of (multivariate) normal distributions

Multivariate Student t distribution

Moore-Penrose pseudoinverse of a squared matrix

Square root of a matrix

Chains for mixture parameters

Create MCMC chains derived from previously sampled values

Clustering based on the MCMC output of the mixture model

EM algorithm for a homoscedastic normal mixture

MCMC estimation of (multivariate) normal mixtures with possibly censored data.

Data manipulation for the NMixMCMC function

Initial component allocations for the NMixMCMC function

Initial values of censored observations for the NMixMCMC function

Wrapper to the NMixMCMC main simulation.

Pairwise bivariate conditional densities: plug-in estimate

Univariate conditional densities: plug-in estimate

Discriminant analysis based on plug-in estimates from the mixture model

Pairwise bivariate densities: plug-in estimate

Marginal (univariate) densities: plug-in estimate

Marginal (univariate) predictive cumulative distribution function

Univariate conditional predictive cumulative distribution function

Pairwise bivariate conditional predictive densities

Univariate conditional predictive density

Discriminant analysis based on MCMC output from the mixture model

Pairwise bivariate predictive density

Marginal (univariate) predictive density

Pseudo goodness-of-fit test for a normal mixture model

Re-labeling the MCMC output of the mixture model

Argument manipulation for the NMixRelabel functions

Summary for the mixture components

Subset of Mayo Clinic Primary Biliary Cirrhosis data

Mayo Clinic Primary Biliary Cirrhosis, sequential data

Conversion of a symmetric matrix stored in a packed format (lower triangle only) into a matrix

Simulated dataset

Truncated multivariate normal distribution

Truncated normal distribution

Signal Tandmobiel data

Signal Tandmobiel data - emergence times

Wishart distribution

Transform fitted distribution of Y=trans(T) into distribution of T

Automatic layout for several plots in one figure

Plot a function together with its confidence/credible bands

Fitted profiles in the GLMM model

Generate all permutations of (1, ..., K)

Individual longitudinal profiles of a given variable

Plot computed pairwise bivariate conditional densities (plug-in estimate)

Plot computed univariate conditional densities (plug-in estimate)

Plot computed marginal pairwise bivariate densities (plug-in estimate)

Plot computed marginal predictive densities

Plot computed marginal predictive cumulative distribution functions

Plot computed univariate conditional predictive cumulative distribution functions

Plot computed predictive pairwise bivariate conditional densities

Plot computed univariate conditional predictive densities

Plot computed marginal pairwise bivariate predictive densities

Plot computed marginal predictive densities

Plot individual longitudinal profiles

Random rotation matrix

Sample a pair (with replacement)

Posterior summary statistics for a difference of two quantities

Traceplots for selected parameters