Title :
Test a hypothesis of a polynomial model order in design of an experiment tasks
Author :
Fedorov, Alexey ; Omelchenko, Anatoly
Author_Institution :
Kharkov Nat. Univ. of Radioelectron., Kharkov, Ukraine
Abstract :
A criterion of test a hypothesis of a polynomial regression order is substantiated, in it the resultant statistics is formed by using two designs. The first supposes an independent variable to take a set of equidistant points and the second design is optimal. As a criterion of the design optimality the minimum of a sum of quadrates deviations of the regression function estimate from it truly values on a given point set is used. The examples of using the developed criterion in the task of finding performances of telecommunication systems are given.
Keywords :
polynomials; regression analysis; statistics; polynomial model order; polynomial regression order; quadrates deviations sum; regression function estimate; resultant statistics; telecommunication systems; Design of experiment; Polynomial model order; Test a hypothesis;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications and Computer Science, 2008 Proceedings of International Conference on
Print_ISBN :
978-966-553-678-9
