2 papers
math.ST2019
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…
math.ST2018
Smoothed functional average variance estimation for dimension reduction
MÈtolidji Moquilas Raymond Affossogbe, Guy Martial Nkiet, Carlos Ogouyandjou
We propose an estimation method that we call functional average variance estimation (FAVE), for estimating the EDR space in functional semiparametric regression model, based on ker…