Power Analysis for PLS Classification
AUC test
Power estimation
Sample size estimation
Compute weight and score matrices from PLSc
dQ2 test
F1 test
FM test
Iteration Deflation Algorithm
MCC test
PLS classification
post transformed PLS
R2 test
Repeated k-Fold Cross-Validation with Custom Test Metrics
Score test
sensitivity test
Simulate pilot data
Simulate pilot data
specificity test
It estimates power and sample size for Partial Least Squares-based methods described in Andreella, et al., (2024), <doi:10.48550/arXiv.2403.10289>.