Regression in Sobolev spaces using total least squares

Abstract

A class of nonparametric estimates for errors-in-variables models over the sets of sufficiently smooth functions are proposed. Total least squares penalization is used.

Keywords

• Regression
• Sobolev
• spaces
• using
• total
• least
• squares