Estimation of seasonal long memory parameters
La Trobe-Kyushu Joint Seminar on Mathematics for Industry
開催期間
2018.5.29(火)
12:00 ~ 13:00
12:00 ~ 13:00
場所
九州大学 伊都キャンパス ウエスト1号館 小講義室 W1-C-503
講演者
Andriy OLENKO (Department of Mathematics and Statistics, La Trobe University)
概要
We discuss seasonal long-memory processes with Gegenbauer-type spectral densities. Estimates for singularity location and long-memory parameters based on general filter transforms are proposed. As a particular case these transformations include wavelet transformations. It is proved that the estimates are almost surely convergent to the true values of parameters. Solutions of the estimation equations are studied and adjusted statistics are proposes. Numerical results are presented to confirm the theoretical findings.
The talk is based on joint results with H. Alomari (La Trobe University), A. Ayache and M. Fradon (Université Lille 1).