Files in dirichletprocess
Build Dirichlet Process Objects for Bayesian Modelling
MD5
NEWS.md
README.md
NAMESPACE
DESCRIPTION
R/dirichlet_process_gaussian_fixed_variance.R
R/update_g0.R
R/posterior_clusters.R
R/burn.R
R/update_concentration.R
R/fit.R
R/weibull_uniform_gamma.R
R/print.R
R/dirichlet_process_hierarchical_mvnormal2.R
R/update_alpha_beta.R
R/mixing_distribution_prior_draw.R
R/mixing_distribution_update_prior_parameters.R
R/prior.R
R/mvnormal_normal_wishart.R
R/utilities.R
R/dirichlet_process_beta.R
R/mixing_distribution_posterior_parameters.R
R/likelihood.R
R/prior_clusters.R
R/plot_dirichletprocess.R
R/diagnostic_plots.R
R/metropolis_hastings.R
R/initialise.R
R/likelihood_function.R
R/beta_uniform_gamma.R
R/data.R
R/change_observations.R
R/hierarchical_beta.R
R/dirichlet_process_gaussian.R
R/posterior.R
R/normal_fixed_variance.R
R/mixing_distribution_predictive.R
R/exponential_gamma.R
R/stick_breaking.R
R/cluster_label_change.R
R/mvnormal_semi_conjugate.R
R/beta_uniform_pareto.R
R/normal_inverse_gamma.R
R/duplicate_cluster_remove.R
R/fit_hmm.R
R/dirichlet_process_exponential.R
R/update_alpha.R
R/plot.R
R/cluster_parameter_update.R
R/dirichletprocess.R
R/cluster_component_update.R
R/mixing_distribution_prior_density.R
R/dirichlet_process_mvnormal2.R
R/posterior_frame.R
R/true_cluster_labels.R
R/dirichlet_process_create.R
R/mixing_distribution_likelihood.R
R/table_update.R
R/dirichlet_process_weibull.R
R/dirichlet_process_hierarchical_beta.R
R/dirichlet_process_mvnormal.R
R/global_parameter_update.R
R/mixing_distribution_penalised_likelihood.R
R/update_states.R
R/dirichlet_hmm_create.R
R/dirichlet_process_beta_2.R
R/mixing_distribution_posterior_draw.R
R/mixing_distribution.R
R/cluster_label_predict.R
R/hierarchical_mvnormal2.R
inst/doc/dirichletprocess.pdf
inst/doc/dirichletprocess.Rnw
inst/doc/dirichletprocess.R
build/vignette.rds
tests/testthat.R
tests/testthat/test_mvnormal_semi_conjugate.R
tests/testthat/test_gaussian_fixed_variance.R
tests/testthat/test_update_alpha_beta.R
tests/testthat/test_exponential_gamma.R
tests/testthat/test_conjugate.R
tests/testthat/test_mvnormal_normal_wishart.R
tests/testthat/test_dirichlet_process.R
tests/testthat/test_stick_breaking.R
tests/testthat/test_update_g0.R
tests/testthat/test_prior_clusters.R
tests/testthat/test_plot_dirichletprocess.R
tests/testthat/test_dirichlet_process_beta_2.R
tests/testthat/test_normal_inverse_gamma.R
tests/testthat/test_true_cluster_labels.R
tests/testthat/test_print.R
tests/testthat/test_utilities.R
tests/testthat/test_dirichlet_process_hierarchical_mvnormal2.R
tests/testthat/test_global_parameter_update.R
tests/testthat/test_plot.R
tests/testthat/test_cluster_label_change.R
tests/testthat/test_update_alpha.R
tests/testthat/test_duplicate_cluster_remove.R
tests/testthat/test_beta_uniform_pareto.R
tests/testthat/test_weibull_uniform_gamma.R
tests/testthat/test_cluster_component_update.R
tests/testthat/test_update_states.R
tests/testthat/test_nonconjugate.R
tests/testthat/test_likelihood.R
tests/testthat/Rplots.pdf
tests/testthat/test_table_update.R
tests/testthat/test_change_observations.R
tests/testthat/test_dirichlet_process_exponential.R
tests/testthat/test_dirichlet_hmm.R
tests/testthat/test_posterior_frame.R
tests/testthat/test_metropolis_hastings.R
tests/testthat/test_prior.R
tests/testthat/test_beta_uniform_gamma.R
tests/testthat/test_posterior.R
tests/testthat/test_dirichlet_process_hierarchical_beta.R
vignettes/jsslogo.jpg
vignettes/dirichletprocess.bib
vignettes/dirichletprocess.Rnw
vignettes/Code/generate_graphs.R
vignettes/Code/custom_models.R
vignettes/Code/weibull_censor.R
vignettes/Code/graph_theme.R
vignettes/img/hierBetaGraph.pdf
vignettes/img/faithful_pred_plot.pdf
vignettes/img/hierNormalGraph.pdf
vignettes/img/density-1.png
vignettes/img/clusteringplot-1.png
vignettes/img/poisson_mixture_plot.pdf
vignettes/img/old_faithful_hist_plot.pdf
vignettes/img/ratsImpericalDistribution.pdf
vignettes/img/faithful_multi_plot.pdf
vignettes/img/old_faithful_density_plot.pdf
vignettes/img/ratsDirichletPrior.pdf
vignettes/img/clustering-1.png
vignettes/img/weibull_censor_graph.pdf
vignettes/img/gamma_mixture_plot.pdf
vignettes/img/betaGraph.pdf
vignettes/img/poissonStickBreaking.pdf
data/rats.rda
man/ClusterComponentUpdate.Rd
man/GlobalParameterUpdate.Rd
man/Burn.Rd
man/dirichletprocess.Rd
man/GaussianMixtureCreate.Rd
man/PriorDraw.Rd
man/ClusterParameterUpdate.Rd
man/WeibullMixtureCreate.Rd
man/ChangeObservations.Rd
man/Predictive.Rd
man/HierarchicalBetaCreate.Rd
man/StickBreaking.Rd
man/DirichletProcessMvnormal2.Rd
man/PenalisedLikelihood.Rd
man/DirichletProcessExponential.Rd
man/DiagnosticPlots.Rd
man/DirichletProcessHierarchicalMvnormal2.Rd
man/MixingDistribution.Rd
man/print.dirichletprocess.Rd
man/DirichletProcessWeibull.Rd
man/Initialise.Rd
man/DirichletProcessBeta.Rd
man/rats.Rd
man/PriorParametersUpdate.Rd
man/PosteriorDraw.Rd
man/Mvnormal2Create.Rd
man/MvnormalCreate.Rd
man/true_cluster_labels.Rd
man/Fit.Rd
man/LikelihoodFunction.Rd
man/Likelihood.Rd
man/BetaMixture2Create.Rd
man/UpdateAlphaBeta.Rd
man/DirichletProcessGaussian.Rd
man/LikelihoodDP.Rd
man/DirichletHMMCreate.Rd
man/weighted_function_generator.Rd
man/GaussianFixedVarianceMixtureCreate.Rd
man/DirichletProcessCreate.Rd
man/Fit.markov.Rd
man/ClusterLabelPredict.Rd
man/BetaMixtureCreate.Rd
man/PriorFunction.Rd
man/HierarchicalMvnormal2Create.Rd
man/plot.dirichletprocess.Rd
man/PriorDensity.Rd
man/DirichletProcessBeta2.Rd
man/PriorClusters.Rd
man/PosteriorClusters.Rd
man/ExponentialMixtureCreate.Rd
man/DirichletProcessGaussianFixedVariance.Rd
man/UpdateAlpha.Rd
man/PosteriorFunction.Rd
man/PosteriorFrame.Rd
man/PosteriorParameters.Rd
man/DirichletProcessHierarchicalBeta.Rd
man/DirichletProcessMvnormal.Rd
