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