Title :
Prognostication of Tehnik-Ekonomics Information in the Conditions of Heteroscedastic
Author :
Shamsha, Boris ; Shatovskaya, Tatyana ; Ayvazov, Vitaliy
Author_Institution :
Kharkiv Nat. Univ. of Radio Electron., Kharkiv
Abstract :
The purpose of the methods of the times series forecasting founded on a hypothesis about constancy of dispersion, that the explored process appears as homoscedastic. Many temporal rows of technique-economical information are characterized instability of dispersion. For such rows it is assumed to use the models of autoregression with conditional heteroscedastic. In the article basic attention is spared the problem of evaluation of coefficients of models with conditional of heteroscedastic and estimation of efficiency of prognosis. It is shown that the choice of gravimetric coefficients and structure of temporal row substantially influences on quality of parameters of prognostication.
Keywords :
autoregressive processes; economics; forecasting theory; time series; autoregression model; gravimetric coefficients; heteroscedastic conditions; technical-economical information prognostication; times series forecasting; Economic indicators; Parameter estimation; Reactive power; Security; Yttrium; Dispersion; autoregression; heteroscedastic;
Conference_Titel :
CAD Systems in Microelectronics, 2007. CADSM '07. 9th International Conference - The Experience of Designing and Applications of
Conference_Location :
Lviv-Polyana
Print_ISBN :
966-533-587-0
DOI :
10.1109/CADSM.2007.4297588