.. image:: pyeco.png :height: 20 :alt: Economie :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-economiste .. image:: pystat.png :height: 20 :alt: Statistique :target: http://www.xavierdupre.fr/app/ensae_teaching_cs/helpsphinx/td_2a_notions.html#pour-un-profil-plutot-data-scientist ACP, ACM, ANOVA +++++++++++++++ (*à venir*) *Lectures* * `Probabilités, analyse des données et statistique `_ (Gilbert Saporta) * `ROBPCA: A New Approach to Robust Principal Component Analysis `_ * `A Unified Framework for Outlier-Robust PCA-like Algorithm `_ * `Online Robust PCA via Stochastic Optimization `_ * `Online PCA for Contaminated Data `_ * `Principal Component Analysis: A Generalized Gini Approach `_ *Modules* * `scipy `_ (ANOVA) `scipy.stats.mstats `_ * `scikit-learn `_ * `statsmodels `_ * `fbpca `_ : ACP * `prince `_ : ACM * `scikit-gof `_ * `mlxtend `_ (et ce graphique `variable ACP `_)