Simultaneous prediction intervals for ARMA processes with stable innovations
We describe a method for calculating simultaneous prediction intervals for ARMA times series with heavy-tailed stable innovations. The spectral measure of the vector of prediction errors is shown to be discrete. Direct computation of high-dimensional stable probabilities is not feasible, but we show that Monte Carlo estimates of the interval width is practical. Copyright © 2008 John Wiley & Sons, Ltd.
Volume (Year): 28 (2009)
Issue (Month): 3 ()
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- Glaz, Joseph & Ravishanker, Nalini, 1991. "Simultaneous prediction intervals for multiple forecasts based on Bonferroni and product-type inequalities," Statistics & Probability Letters, Elsevier, vol. 12(1), pages 57-63, July.
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