We consider non oscillatory functions and prove an everywhere Fourier Inversion Theorem for functions of very moderate decrease. The proofs rely on some ideas in nonstandard analysis.
Keywords: Kernels, Lagrangian Multiplier, least square, Olanrewaju-Olanrewaju regression-type, nonparametric regression, support vector regressor (SVR)