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