Man pages for cellWise
Analyzing Data with Cellwise Outliers
| 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... |
| 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... |
| wrap | Wrap the data. |
