20 citations · 45 across the 6 of their papers we have counts for
3 papers · 1 filter
Sparse dimension reduction based on energy and ball statistics
Emmanuel Jordy Menvouta, Sven Serneels, Tim Verdonck
As its name suggests, sufficient dimension reduction (SDR) targets to estimate a subspace from data that contains all information sufficient to explain a dependent variable. Ample…
Robust multivariate methods in Chemometrics
Peter Filzmoser, Sven Serneels, Ricardo Maronna +1
This chapter presents an introduction to robust statistics with applications of a chemometric nature. Following a description of the basic ideas and concepts behind robust statisti…
direpack: A Python 3 package for state-of-the-art statistical dimension reduction methods
Emmanuel Jordy Menvouta, Sven Serneels, Tim Verdonck
The direpack package aims to establish a set of modern statistical dimension reduction techniques into the Python universe as a single, consistent package. The dimension reduction…