Linear Programming Discriminant Analysis


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Documentation for package ‘lpda’ version 1.2.0

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lpda Computing discriminating hyperplane for two groups
lpda.3D Classification with lpda for 3way array data
lpda.fit lpda.fit computes the discriminating hyperplane for two groups
lpda.pca lpda.pca computes a PCA to the original data and selects the desired PCs when Variability is supplied
lpdaCV Crossvalidation procedure for lpda evaluation
lpdaCV.3D Crossvalidation procedure for lpda3D evaluation
palmdates Spectrometry and composition chemical of Spanish and Arabian palm dates
PCA Principal Component Analysis
plot.lpda Plot method for lpda classification
plot.lpda.3D Plot method for lpda classification
predict.lpda Predict method for lpda classification
predict.lpda.3D Predict method for lpda.3D classification
print.lpda Computing discriminating hyperplane for two groups
print.lpda.3D Classification with lpda for 3way array data
print.lpdaCV Crossvalidation procedure for lpda evaluation
print.predict.lpda Predict method for lpda classification
print.predict.lpda.3D Predict method for lpda.3D classification
print.summary.lpda Summarizing lpda classification
print.summary.lpda.3D Summarizing lpda.3D classification
RNAseq Simulated RNA-Seq Time Series 3-dimensional dataset example
stand stand center and scale a data matrix
stand2 stand2 center and scale a data matrix with the parameters of another one
summary.lpda Summarizing lpda classification
summary.lpda.3D Summarizing lpda.3D classification