2 citations · 5 across the 18 of their papers we have counts for
3 papers · 1 filter
Robustifying multiple-set linear canonical analysis with S-estimator
Ulrich Djemby Bivigou, Guy Martial Nkiet
We consider a robust version of multiple-set linear canonical analysis obtained by using a S-estimator of covariance operator. The related influence functions are derived. Asymptot…
Dimension reduction in spatial regression with kernel SAVE method
Mètolidji Moquilas Raymond Affossogbe, Guy Martial Nkiet, Carlos Ogouyandjou
We consider the smoothed version of sliced average variance estimation (SAVE) dimension reduction method for dealing with spatially dependent data that are observations of a strong…
On estimation and prediction in spatial functional linear regression model
Stéphane Bouka, Sophie Dabo-Niang, Guy Martial Nkiet
We consider a spatial functional linear regression, where a scalar response is related to a square integrable spatial functional process. We use a smoothing spline estimator for th…