• DocumentCode
    2663500
  • Title

    Estimation of the Intensity Function of a Periodic Poisson Process with Power Function Trend

  • Author

    Rachmawati, R. ; Budiharto, W.

  • Author_Institution
    Stat. Dept., Bina Nusantara Univ., Jakarta, Indonesia
  • fYear
    2012
  • fDate
    29-31 May 2012
  • Firstpage
    65
  • Lastpage
    69
  • Abstract
    In this paper, we construct the estimation for periodic component of the intensity function of a periodic Poisson process in the presence of power function trend by using general kernel function. It is considered the worst case where there is only available a single realization of the Poisson process having intensity which consist of a periodic component and a power function trend, observed in interval [0,n]. It is assumed that the period of the periodic component is known and the slope of the power function trend is unknown. It has been formulated the consistent estimator for the slope and the estimator for the periodic component.
  • Keywords
    estimation theory; stochastic processes; consistent estimator; intensity function estimation; kernel function; periodic Poisson process; periodic component estimation; power function trend; Educational institutions; Electronic mail; Equations; Estimation; Kernel; Mathematical model; Probability density function; Kernel Function; Periodic Poisson Process; Power Function Tren;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling Symposium (AMS), 2012 Sixth Asia
  • Conference_Location
    Bali
  • Print_ISBN
    978-1-4673-1957-7
  • Type

    conf

  • DOI
    10.1109/AMS.2012.42
  • Filename
    6243923