• DocumentCode
    3349627
  • 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
  • fYear
    2007
  • fDate
    19-24 Feb. 2007
  • Firstpage
    380
  • Lastpage
    381
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • 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
  • Type

    conf

  • DOI
    10.1109/CADSM.2007.4297588
  • Filename
    4297588