Classification using LS-PLS for Logistic Regression

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Documentation for package ‘lsplsGlm’ version 1.0

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BreastCancer Gene expression and clinical data used to predict the presence of subclinical metastases for breast cancer patients
CentralCNS Gene expression and clinical data used to predict tumors of Central Nervous System from children
cv.lspcr.glm Cross-validation for LS-PCR model for logistic regression
cv.lspls.glm Cross-validation for LS-PLS model for logistic regression
fit.lspcr.glm Fitting a LS-PCR model for logistic regression
fit.lspls.glm Fitting LS-PLS for generalized model for logistic regression
lspls Weighted LS-PLS gaussian regression
pls Weighted PLS gaussian regression
predict.lspcr.glm Predict method for LS-PCR fits.
predict.lspls.glm Predict method for LS-PLS model fits.
preselected.sample Selected randomized controlled random sample
SIS.selection Sure Independence Screening