Research Article

The bispectral representation of Markov switching bilinear models

Volume: 72 Number: 3 September 30, 2023
EN

The bispectral representation of Markov switching bilinear models

Abstract

This article formulae for the third-order theoretical moments for superdiagonal and subdiagonal of the Markov-switching bilinear $X_{t}=c(s_{t})X_{t-k}e_{t-l}+e_{t}$, $k,l \in\mathrm{N}$, and an expression for the bispectral density function are obtained.

Keywords

References

  1. Bibi, A., Aknouche, A., Stationnarite et $\beta$-melange des processus bilineaires generaux a changement de regime markovien, C.R. Acad. Sci. Paris, Ser. I., 348(3-4) (2010), 185−188. https://doi.org/10.1016/j.crma.2009.12.015
  2. Brillinger, D.R., Rosenblatt, M., Asymptotic theory of estimates of kth order spectra, In Spectral Analysis of Time Series, (ed. by B. Harris), Proc. Nat.l. Acad. Sci. USA., 57(2) (1967a) , 206-210. https://doi.org/10.1073/pnas.57.2.206
  3. Brillinger, D.R., Rosenblatt, M., Computation and Interpretation of kth Order Spectra, In Spectral Analysis of Time Series, (ed. by B. Harris), Wiley, New York, 1967, 189-232.
  4. Costa, O.L.V., Fragoso, M.D., Marques, R.P., Discrete Time Markov Jump Linear Systems, Springer, London, 2005. https://doi.org/10.1007/b138575
  5. Gabr, M.M., Subba Rao, T., The estimation and prediction of subset bilinear time series models with applications, J. Time Series Anal., 2(3) (1981), 155-171. https://doi.org/10.1111/j.1467-9892.1981.tb00319.x
  6. Gabr, M.M., On the third-order moment structure and bispectral analysis of some bilinear time series, J. Time Series Anal., 9(1) (1988), 11 − 20. https://doi.org/10.1111/j.1467-9892.1988.tb00449.x
  7. Hamilton, J.D., A new approach to the economic analysis of nonstationary time series and the business cycle, Econometrica, 57(2) (1989), 357-384. https://doi.org/10.2307/1912559
  8. Hamilton, J.D., Analysis of time series subject to changes in regime, Journal of Econometrics, 45(1-2) (1990), 39 − 70. https://doi.org/10.1016/0304-4076(90)90093-9

Details

Primary Language

English

Subjects

Statistics

Journal Section

Research Article

Publication Date

September 30, 2023

Submission Date

January 11, 2023

Acceptance Date

February 15, 2023

Published in Issue

Year 2023 Volume: 72 Number: 3

APA
Ghezal, A., & Zemmouri, I. (2023). The bispectral representation of Markov switching bilinear models. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics, 72(3), 857-866. https://doi.org/10.31801/cfsuasmas.1232916
AMA
1.Ghezal A, Zemmouri I. The bispectral representation of Markov switching bilinear models. Commun. Fac. Sci. Univ. Ank. Ser. A1 Math. Stat. 2023;72(3):857-866. doi:10.31801/cfsuasmas.1232916
Chicago
Ghezal, Ahmed, and Imane Zemmouri. 2023. “The Bispectral Representation of Markov Switching Bilinear Models”. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 72 (3): 857-66. https://doi.org/10.31801/cfsuasmas.1232916.
EndNote
Ghezal A, Zemmouri I (September 1, 2023) The bispectral representation of Markov switching bilinear models. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 72 3 857–866.
IEEE
[1]A. Ghezal and I. Zemmouri, “The bispectral representation of Markov switching bilinear models”, Commun. Fac. Sci. Univ. Ank. Ser. A1 Math. Stat., vol. 72, no. 3, pp. 857–866, Sept. 2023, doi: 10.31801/cfsuasmas.1232916.
ISNAD
Ghezal, Ahmed - Zemmouri, Imane. “The Bispectral Representation of Markov Switching Bilinear Models”. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics 72/3 (September 1, 2023): 857-866. https://doi.org/10.31801/cfsuasmas.1232916.
JAMA
1.Ghezal A, Zemmouri I. The bispectral representation of Markov switching bilinear models. Commun. Fac. Sci. Univ. Ank. Ser. A1 Math. Stat. 2023;72:857–866.
MLA
Ghezal, Ahmed, and Imane Zemmouri. “The Bispectral Representation of Markov Switching Bilinear Models”. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics, vol. 72, no. 3, Sept. 2023, pp. 857-66, doi:10.31801/cfsuasmas.1232916.
Vancouver
1.Ahmed Ghezal, Imane Zemmouri. The bispectral representation of Markov switching bilinear models. Commun. Fac. Sci. Univ. Ank. Ser. A1 Math. Stat. 2023 Sep. 1;72(3):857-66. doi:10.31801/cfsuasmas.1232916

Cited By

Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics

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