cellHandler | cellHandler algorithm |
cellMap | Draw a cellmap |
checkDataSet | Clean the dataset |
data_dogWalker | Dog walker dataset |
data_dposs | DPOSS dataset |
data_glass | The glass dataset |
data_mortality | The mortality dataset |
data_philips | The philips dataset |
data_VOC | VOC dataset |
DDC | Detect Deviating Cells |
DDCpredict | DDCpredict |
DI | Detection-Imputation algorithm |
estLocScale | Estimate robust location and scale |
generateCorMat | Generates correlation matrices |
generateData | Generates artificial datasets with outliers |
ICPCA | Iterative Classical PCA |
MacroPCA | MacroPCA |
MacroPCApredict | MacroPCApredict |
outlierMap | Plot the outlier map. |
transfo | Robustly fit the Box-Cox or Yeo-Johnson transformation |
truncPC | Classical Principal Components by truncated SVD. |
wrap | Wrap the data. |