Linear Regression Analysis of a Small Sample of Fuzzy Input Data

摘要

The problem of estimating the parameters of the regression equation for a small sample of the initial data, where the conditions of observation are fuzzy, is considered. The technology of artificial orthogonalization of the results of a passive experiment is proposed, based on the integrated use of fuzzy clustering and the developed method of solving the fuzzy systems of linear algebraic equations.