Title :
Fitting of multivariate functions
Author :
Georgiev, Alexander A.
Author_Institution :
Technical University of Wroclaw, Wroclaw, Poland
fDate :
7/1/1987 12:00:00 AM
Abstract :
This research presents a nonparametric algorithm for fitting of a multivariate function from noisy data. Conditions are provided that assure local and global convergence in probability. Suggestions are stated for practical use of the algorithm.
Keywords :
Bandwidth; Convergence; Curve fitting; Design engineering; Kernel; Multidimensional systems; Partitioning algorithms; Random variables; Sufficient conditions;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1987.13835
