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PReMiuM (version 3.0.21)
Dirichlet Process Bayesian Clustering, Profile Regression
Description
Dirichlet process Bayesian clustering, also known as profile regression.
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Install
install.packages('PReMiuM')
Monthly Downloads
415
Version
3.0.21
License
GPL-2
Maintainer
Silvia Liverani
Last Published
October 1st, 2013
Functions in PReMiuM (3.0.21)
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is.wholenumber
Function to check if a number is a whole number
calcAvgRiskAndProfile
Calculation of the average risks and profiles
setHyperparams
Definition of characteristics of sample datasets for profile regression
calcDissimilarityMatrix
Calculates the dissimilarity matrix
PReMiuM-package
Dirichlet Process Bayesian Clustering
computeRatioOfVariance
computeRatioOfVariance
calcOptimalClustering
Calculation of the optimal clustering
calcPredictions
Calculates the predictions
generateSampleDataFile
Generate sample data files for profile regression
summariseVarSelectRho
summariseVarSelectRho
plotRiskProfile
Plot the Risk Profiles
clusSummaryBernoulliDiscrete
Sample datasets for profile regression
profRegr
Profile Regression
margModelPosterior
Marginal Model Posterior