Add some visu.ai features directly to Hotelling

[fdion]

These are all integrated in my visu.ai platform, but some of these I should probably add to the open source hotelling.

Creating this as a longer term todo list / potential:

• add univariate outlier
• add change point detection
• add PCA
• add scaling / transforms
• add EWMA
• bootstrap
• change point detection