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PReMiuM (version 3.0.11)
Post processing for C++ PReMiuM
Description
Dirichlet process Bayesian Clustering, also known as profile regression.
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Install
install.packages('PReMiuM')
Monthly Downloads
821
Version
3.0.11
License
GPL (>= 3)
Maintainer
Silvia Liverani
Last Published
January 29th, 2013
Functions in PReMiuM (3.0.11)
Search functions
plotRiskProfile
Plot the Risk Profiles
calcDissimilarityMatrix
Calculates the dissimilarity matrix
is.wholenumber
Function to check if a number is a whole number
setHyperparams
Definition of characteristics of sample datasets for profile regression
margModelPosterior
Marginal Model Posterior
generateSampleDataFile
Generate sample data files for profile regression
profRegr
Profile Regression
calcPredictions
Calculates the predictions
calcAvgRiskAndProfile
Calculation of the average risks and profiles
PReMiuM-package
Dirichlet Process Bayesian Clustering
summariseVarSelectRho
summariseVarSelectRho
calcOptimalClustering
Calculation of the optimal clustering
clusSummaryBernoulliDiscrete
Sample datasets for profile regression