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