Partition Exchangeability Toolkit

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Documentation for package ‘PEkit’ version 1.0.0.1000

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abundance Vector of frequencies of frequencies
classifier.fit Fit the supervised classifier under partition exchangeability
dPD The Poisson-Dirichlet distribution
is.PD Test for the shape of the distribution
MLEp Maximum Likelihood Estimate of psi
MLEp.bsci Bootstrap confidence interval for the MLE of psi
mult.sample.test Test for psi of multiple samples
rPD Random sampling from the Poisson-Dirichlet Distribution
sample.test Lagrange Multiplier Test for psi
tMarLab Marginally predicted labels of the test data given training data classification.
tSimLab Simultaneously predicted labels of the test data given the training data classification.
two.sample.test Two sample test for psi