direpack: A Python 3 package for state-of-the-art statistical dimensionality reduction methods

Author:

Menvouta Emmanuel JordyORCID,Serneels Sven,Verdonck TimORCID

Publisher

Elsevier BV

Subject

Computer Science Applications,Software

Reference27 articles.

1. Robust regression and outlier detection;Rousseeuw,1987

2. Robust estimates of location and dispersion for high-dimensional datasets;Maronna;Technometrics,2002

3. Spatial sign preprocessing: A simple way to impart moderate robustness to multivariate estimators;Serneels;J Chem Inform Model,2006

4. A generalized spatial sign covariance matrix;Raymaekers;J Multivariate Anal,2019

5. Toward a practical method which helps uncover the structure of a set of multivariate observations by finding the linear transformation which optimizes a new ’index of condensation’;Kruskal,1969

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