cellHandler |
cellHandler algorithm |
cellMap |
Draw a cellmap |
cellMCD |
cellWise minimum covariance determinant estimator |
checkDataSet |
Clean the dataset |
cwLocScat |
Estimate location and scatter of data with cellwise weights |
data_brands |
The brands dataset |
data_clothes |
The clothes dataset |
data_dogWalker |
Dog walker dataset |
data_dposs |
DPOSS dataset |
data_glass |
The glass dataset |
data_mortality |
The mortality dataset |
data_personality_traits |
The personality traits data |
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. |
plot_cellMCD |
Draw plots based on the cellwise minimum covariance determinant estimator cellMCD |
transfo |
Robustly fit the Box-Cox or Yeo-Johnson transformation |
transfo_newdata |
Transform variables based on the output of 'transfo'. |
transfo_transformback |
Backtransform variables based on the output of 'transfo'. |
truncPC |
Classical Principal Components by truncated SVD. |
unpack |
Unpacks cellwise weighted data |
weightedEM |
Estimates location and scatter on incomplete data with case weights |
wrap |
Wrap the data. |