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