Man pages for mixAK
Multivariate Normal Mixture Models and Mixtures of Generalized Linear Mixed Models Including Model Based Clustering
| Acidity | Acidity index of lakes in North-Central Wisconsin |
| autolayout | Automatic layout for several plots in one figure |
| BLA | Best linear approximation with respect to the mean square... |
| BsBasis | B-spline basis |
| cbplot | Plot a function together with its confidence/credible bands |
| Dirichlet | Dirichlet distribution |
| Enzyme | Enzymatic activity in the blood |
| Faithful | Old Faithful Geyser Data |
| fitted.GLMMMCMC | Fitted profiles in the GLMM model |
| Galaxy | Velocities of distant galaxies |
| generatePermutations | Generate all permutations of (1, ..., K) |
| getProfiles | Individual longitudinal profiles of a given variable |
| GLMMlongitDA | Discriminant analysis for longitudinal profiles based on... |
| GLMMlongitDA2 | Discriminant analysis for longitudinal profiles based on... |
| GLMMMCMC | MCMC estimation of a (multivariate) generalized linear mixed... |
| GLMMMCMCdata | Data manipulation for the GLMM_MCMC function |
| GLMMMCMCifit | Initial (RE)ML fits for the GLMM_MCMC function |
| GLMMMCMCinit.alpha | Handle init.alpha or init2.alpha argument of GLMM_MCMC... |
| GLMMMCMCinit.b | Handle init.b or init2.b argument of GLMM_MCMC function |
| GLMMMCMCinit.eps | Handle init.eps or init2.eps argument of GLMM_MCMC function |
| GLMMMCMCprior.alpha | Handle prior.alpha argument of GLMM_MCMC function |
| GLMMMCMCprior.b | Handle prior.eps argument of GLMM_MCMC function |
| GLMMMCMCprior.eps | Handle prior.eps argument of GLMM_MCMC function |
| GLMMMCMCscale.b | Handle scale.b argument of GLMM_MCMC function |
| GLMMMCMCwrapper | Wrapper to the GLMM_MCMC main simulation. |
| MatMPpinv | Moore-Penrose pseudoinverse of a squared matrix |
| MatSqrt | Square root of a matrix |
| MVN | Multivariate normal distribution |
| MVNmixture | Mixture of (multivariate) normal distributions |
| MVT | Multivariate Student t distribution |
| NMixChainComp | Chains for mixture parameters |
| NMixChainsDerived | Create MCMC chains derived from previously sampled values |
| NMixCluster | Clustering based on the MCMC output of the mixture model |
| NMixEM | EM algorithm for a homoscedastic normal mixture |
| NMixMCMC | MCMC estimation of (multivariate) normal mixtures with... |
| NMixMCMCdata | Data manipulation for the NMixMCMC function |
| NMixMCMCinitr | Initial component allocations for the NMixMCMC function |
| NMixMCMCinity | Initial values of censored observations for the NMixMCMC... |
| NMixMCMCwrapper | Wrapper to the NMixMCMC main simulation. |
| NMixPlugCondDensJoint2 | Pairwise bivariate conditional densities: plug-in estimate |
| NMixPlugCondDensMarg | Univariate conditional densities: plug-in estimate |
| NMixPlugDA | Discriminant analysis based on plug-in estimates from the... |
| NMixPlugDensJoint2 | Pairwise bivariate densities: plug-in estimate |
| NMixPlugDensMarg | Marginal (univariate) densities: plug-in estimate |
| NMixPredCDFMarg | Marginal (univariate) predictive cumulative distribution... |
| NMixPredCondCDFMarg | Univariate conditional predictive cumulative distribution... |
| NMixPredCondDensJoint2 | Pairwise bivariate conditional predictive densities |
| NMixPredCondDensMarg | Univariate conditional predictive density |
| NMixPredDA | Discriminant analysis based on MCMC output from the mixture... |
| NMixPredDensJoint2 | Pairwise bivariate predictive density |
| NMixPredDensMarg | Marginal (univariate) predictive density |
| NMixPseudoGOF | Pseudo goodness-of-fit test for a normal mixture model |
| NMixRelabel | Re-labeling the MCMC output of the mixture model |
| NMixRelabelAlgorithm | Argument manipulation for the NMixRelabel functions |
| NMixSummComp | Summary for the mixture components |
| PBC910 | Subset of Mayo Clinic Primary Biliary Cholangitis (Cirrhosis)... |
| PBCseq | Mayo Clinic Primary Biliary Cholangitis (Cirrhosis),... |
| plot.NMixPlugCondDensJoint2 | Plot computed pairwise bivariate conditional densities... |
| plot.NMixPlugCondDensMarg | Plot computed univariate conditional densities (plug-in... |
| plot.NMixPlugDensJoint2 | Plot computed marginal pairwise bivariate densities (plug-in... |
| plot.NMixPlugDensMarg | Plot computed marginal predictive densities |
| plot.NMixPredCDFMarg | Plot computed marginal predictive cumulative distribution... |
| plot.NMixPredCondCDFMarg | Plot computed univariate conditional predictive cumulative... |
| plot.NMixPredCondDensJoint2 | Plot computed predictive pairwise bivariate conditional... |
| plot.NMixPredCondDensMarg | Plot computed univariate conditional predictive densities |
| plot.NMixPredDensJoint2 | Plot computed marginal pairwise bivariate predictive... |
| plot.NMixPredDensMarg | Plot computed marginal predictive densities |
| plotProfiles | Plot individual longitudinal profiles |
| rRotationMatrix | Random rotation matrix |
| rSamplePair | Sample a pair (with replacement) |
| SimData | Simulated dataset |
| SP2Rect | Conversion of a symmetric matrix stored in a packed format... |
| summaryDiff | Posterior summary statistics for a difference of two... |
| Tandmob | Signal Tandmobiel data |
| TandmobEmer | Signal Tandmobiel data - emergence times |
| TMVN | Truncated multivariate normal distribution |
| TNorm | Truncated normal distribution |
| tracePlots | Traceplots for selected parameters |
| Wishart | Wishart distribution |
| Y2T | Transform fitted distribution of Y=trans(T) into distribution... |
