Dirichlet Process Bayesian Clustering, Profile Regression

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Documentation for package ‘PReMiuM’ version 3.2.13

• DESCRIPTION file.

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PReMiuM-package	Dirichlet Process Bayesian Clustering
calcAvgRiskAndProfile	Calculation of the average risks and profiles
calcDissimilarityMatrix	Calculates the dissimilarity matrix
calcOptimalClustering	Calculation of the optimal clustering
calcPredictions	Calculates the predictions
clusSummaryBernoulliDiscrete	Sample datasets for profile regression
clusSummaryBernoulliDiscreteSmall	Sample datasets for profile regression
clusSummaryBernoulliMixed	Sample datasets for profile regression
clusSummaryBernoulliNormal	Sample datasets for profile regression
clusSummaryBinomialNormal	Sample datasets for profile regression
clusSummaryCategoricalDiscrete	Sample datasets for profile regression
clusSummaryGammaNormal	Sample datasets for profile regression
clusSummaryNormalDiscrete	Sample datasets for profile regression
clusSummaryNormalNormal	Sample datasets for profile regression
clusSummaryNormalNormalSpatial	Sample datasets for profile regression
clusSummaryPoissonDiscrete	Sample datasets for profile regression
clusSummaryPoissonNormal	Sample datasets for profile regression
clusSummaryPoissonNormalSpatial	Sample datasets for profile regression
clusSummaryQuantileNormal	Sample datasets for profile regression
clusSummaryVarSelectBernoulliDiscrete	Sample datasets for profile regression
clusSummaryWeibullDiscrete	Sample datasets for profile regression
computeRatioOfVariance	computeRatioOfVariance
generateSampleDataFile	Generate sample data files for profile regression
globalParsTrace	Plot of the trace of some of the global parameters
heatDissMat	Plot the heatmap of the dissimilarity matrix
is.wholenumber	Function to check if a number is a whole number
mapforGeneratedData	Map generated data
margModelPosterior	Marginal Model Posterior
plotPredictions	Plot the conditional density using the predicted scenarios
plotRiskProfile	Plot the Risk Profiles
PReMiuM	Dirichlet Process Bayesian Clustering
PReMiuMpackage	Dirichlet Process Bayesian Clustering
profRegr	Profile Regression
qALD	Asymmetric Laplace Distribution
rALD	Asymmetric Laplace Distribution
setHyperparams	Definition of characteristics of sample datasets for profile regression
simBenchmark	Benchmark for simulated examples
summariseVarSelectRho	summariseVarSelectRho
vec2mat	Vector to upper triangular matrix