Explicit formulas of average run length for ARMA(1,1)

S. Phanyaem, Y. Areepong, S. Sukparungsee, G. Mititelu

Research output: Contribution to journalArticlepeer-review

Abstract

Exponentially weighted moving average control chart (EWMA) is a popular chart used for detecting shift in the mean of parameter of distributions in quality control. The objective of this paper is to derive explicit formulas of Average Run Length (ARL) for Autoregressive and Moving Average (ARMA) models by using Integral Equation technique. We find explicit formulas of ARL for EWMA control chart and compare the result of the proposed expressions with Numerical Integral Equation. The explicit formulas for ARL that we have derived have been found to be accurate, fast and easy to calculate in comparison with Integral Equation technique.
Original languageEnglish
Pages (from-to)392-405
Number of pages14
JournalInternational Journal of Applied Mathematics and Statistics
Volume43
Issue number13
Publication statusPublished - 2013

Keywords

  • exponentially weighted moving average
  • integral equations

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