Title :
Development of model of prognostication of temporal rows with heteroskedastic and volatility with the use of neuron networks
Author :
Boris, Shamsha ; Olesya, Morozova ; Anna, Chistyakova
Author_Institution :
Kharkiv Nat. Univ. of Radioelectron., Kharkov, Ukraine
Abstract :
The problem of choice of method of prognostication taking into account statistical descriptions of basic data is considered In work. The mathematical model of prognostication of temporal rows with heteroskedastic in the conditions of volatility basic data is developed. Statistical descriptions which the choice of method of prognostication in the conditions of heteroskedastic is possible on the basis of are determined, a neuron network for the search of optimum method of prognostication, which was trained through the data got on the basis of imitation design, is Offered and built.
Keywords :
neural nets; pattern classification; statistical analysis; heteroskedastic; neuron networks; prognostication model development; statistical descriptions; volatility basic data; Aggregates; Analytical models; Concrete; Data processing; Filtration; Information analysis; Mathematical model; Neurons; Production; Stochastic resonance; methods of prognostication; neuron network; the Mathematical model;
Conference_Titel :
CAD Systems in Microelectronics, 2009. CADSM 2009. 10th International Conference - The Experience of Designing and Application of
Conference_Location :
Lviv-Polyana
Print_ISBN :
978-966-2191-05-9