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Research Paper | Statistics | Volume 6 Issue 6, June 2017 | Pages: 2815 - 2821 | Nigeria
On The Identification of the Simple Bilinear White Noise Process
Abstract: Moments of the squares of simple bilinear process were determined under second order analysis for the purpose of identification and discriminating between bilinear process and linear white noise process. We showed how the variance of the bilinear white noise process can be used to distinguish it from the linear white noise process. The simulation results showed that the squared data of the bilinear white noise series fitted the ARMA (2, 1) model better than ARMA (1, 1) and MA (1)) models respectively.
Keywords: Linear White Noise Process, Bilinear Stochastic Model, Bilinear White Noise Process, Second Order Analysis, Covariance Analysis
How to Cite?: Arimie, C. O., Biu, E. O., "On The Identification of the Simple Bilinear White Noise Process", Volume 6 Issue 6, June 2017, International Journal of Science and Research (IJSR), Pages: 2815-2821, https://www.ijsr.net/getabstract.php?paperid=ART20174926, DOI: https://dx.doi.org/10.21275/ART20174926