Acidity index of lakes in North-Central Wisconsin
Handle prior.eps argument of GLMM_MCMC function
Multivariate Student t distribution
Dirichlet distribution
Initial values of censored observations for the NMixMCMC function
Individual longitudinal profiles of a given variable
Plot computed marginal predictive densities
Chains for mixture parameters
MCMC estimation of (multivariate) normal mixtures with possibly
censored data.
Handle prior.alpha argument of GLMM_MCMC function
B-spline basis
Data manipulation for the NMixMCMC function
Data manipulation for the GLMM_MCMC function
Argument manipulation for the NMixRelabel functions
Plot computed univariate conditional predictive cumulative
distribution functions
Subset of Mayo Clinic Primary Biliary Cirrhosis data
Initial (RE)ML fits for the GLMM_MCMC function
plot.NMixPredCondDensMarg
Plot computed univariate conditional predictive densities
Pairwise bivariate densities: plug-in estimate
Plot computed marginal pairwise bivariate densities (plug-in estimate)
Plot individual longitudinal profiles
Wrapper to the NMixMCMC main simulation.
Handle init.eps or init2.eps argument of GLMM_MCMC function
Univariate conditional densities: plug-in estimate
Pairwise bivariate predictive density
Plot computed marginal pairwise bivariate predictive densities
Mayo Clinic Primary Biliary Cirrhosis, sequential data
Simulated dataset
Handle init.alpha or init2.alpha argument of GLMM_MCMC function
Handle scale.b argument of GLMM_MCMC function
Enzymatic activity in the blood
Automatic layout for several plots in one figure
Fitted profiles in the GLMM model
MCMC estimation of a (multivariate) generalized linear mixed model
with a normal mixture in the distribution of random effects
Handle prior.eps argument of GLMM_MCMC function
Random rotation matrix
Square root of a matrix
Discriminant analysis for longitudinal profiles based on fitted GLMM's
Mixture of (multivariate) normal distributions
Moore-Penrose pseudoinverse of a squared matrix
Discriminant analysis based on MCMC output from the mixture model
Create MCMC chains derived from previously sampled values
Wishart distribution
EM algorithm for a homoscedastic normal mixture
Traceplots for selected parameters
Pairwise bivariate conditional densities: plug-in estimate
Discriminant analysis for longitudinal profiles based on fitted GLMM's
Signal Tandmobiel data - emergence times
Clustering based on the MCMC output of the mixture model
Univariate conditional predictive density
Marginal (univariate) predictive density
Generate all permutations of (1, ..., K)
Univariate conditional predictive cumulative distribution function
Sample a pair (with replacement)
Plot computed marginal predictive densities
Transform fitted distribution of Y=trans(T) into distribution of T
plot.NMixPlugCondDensMarg
Plot computed univariate conditional densities (plug-in estimate)
Plot computed marginal predictive cumulative distribution functions
Best linear approximation with respect to the mean square error
(theoretical linear regression).
Truncated multivariate normal distribution
Plot a function together with its confidence/credible bands
Posterior summary statistics for a difference of two quantities
Initial component allocations for the NMixMCMC function
Pseudo goodness-of-fit test for a normal mixture model
Re-labeling the MCMC output of the mixture model
plot.NMixPlugCondDensJoint2
Plot computed pairwise bivariate conditional densities
(plug-in estimate)
Multivariate normal distribution
Old Faithful Geyser Data
Discriminant analysis based on plug-in estimates from the mixture model
Marginal (univariate) predictive cumulative distribution function
Signal Tandmobiel data
Conversion of a symmetric matrix stored in a packed format (lower triangle only) into a matrix
Truncated normal distribution
Handle init.b or init2.b argument of GLMM_MCMC function
Wrapper to the GLMM_MCMC main simulation.
Velocities of distant galaxies
Summary for the mixture components
Marginal (univariate) densities: plug-in estimate
Pairwise bivariate conditional predictive densities
plot.NMixPredCondDensJoint2
Plot computed predictive pairwise bivariate conditional densities