E. Rafajlowicz, NONPARAMETRIC IDENTIFICATION WITH ERRORS IN INDEPENDENT VARIABLES, International Journal of Systems Science, 25(11), 1994, pp. 2031-2038
Citations number
34
Categorie Soggetti
System Science","Computer Science Theory & Methods","Operatione Research & Management Science
In this paper the problem of non-parametric identification of a static
system is considered in the presence of errors in both dependent and
independent variables. Identification is based on the orthogonal serie
s expansion. Errors in independent variables are modelled in two ways:
as pointwise errors, and as errors caused by an averaging. Sufficient
conditions for MISE consistency are proved in both cases.