Nalbantov, Georgi I.; Franses, Philip Hans; Groenen, … - 2007
Vector Regressions (SVRs) and Support Vector Machines (SVMs) are rooted in the
Statistical Learning Theory, pioneered by … †.
Because SVR is a nonparametric method, traditional parametric inferential statistical
theory cannot be readily applied …. Theoretical justiflcations for the SVR are instead based
on statistical learning theory (Vapnik, 1995). There are two sets of …