Power Analysis for PLS Classification


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Documentation for package ‘powerPLS’ version 0.2.1

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aqueous_humour Aqueous Humour data
AUCTest AUC test
computePower Power estimation
computeSampleSize Sample size estimation
dQ2Test dQ2 test
F1Test F1 test
FMTest FM test
mccTest MCC test
PLSc PLS classification
R2Test R2 test
repeatedCV_test Repeated k-Fold Cross-Validation with Custom Test Metrics
scoreTest Score test
sensitivityTest sensitivity test
simulatePilotData Simulate pilot data
sim_XY Simulate pilot data
specificityTest specificity test
wheezing Wheezing data