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