Research Article

MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS

Volume: 6 Number: 1 December 30, 2017
EN

MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS

Abstract

Purpose- The contribution of tourism sector to the national economy is crucial. But the sector has a structure which is always hold risks and uncertainties.  For this purpose, the distribution of daily trading volumes of the tourism companies that are located in the high-risk tourism sector and traded in BIST will be modelled.

Methodology- As the distribution of BIST Tourism trading volume data does not suitable for normal distribution, it is modeled by analyzing with stable distributions.

Findings- The parameters of stable distribution are estimated according to the quantiles method which one of the most used estimation methods.

Conclusion- Estimated parameter values show that the stable distributions can be used as an appropriate model for daily trading volume of BIST tourism index. 

Keywords

References

  1. Borak, S., Härdle, W., & Weron, R. (2005). Stable distributions. In Statistical tools for finance and insurance (pp. 21-44). Springer Berlin Heidelberg.
  2. Çekici, E. (2003). İşlem Hacmi Verilerinin Kararlı Paretian Dağılımlarla Modellenmesi, Doktora Tezi, Marmara Üniversitesi, İstanbul.
  3. Fama, E. F., & Roll, R. (1968). Some properties of symmetric stable distributions. Journal of the American Statistical Association, 63(323), 817836.
  4. Fama, E. F., & Roll, R. (1971). Parameter estimates for symmetric stable distributions. Journal of the American Statistical Association, 66(334), 331-338.
  5. Hill, B. M. (1975). A simple general approach to inference about the tail of a distribution. The annals of statistics, 3(5), 1163-1174.
  6. Inskeep, E. (1991). Tourism planning: an integrated and sustainable development approach. Van Nostrand Reinhold.
  7. Kuruoglu, E. E. (2001). Density parameter estimation of skewed/spl alpha/-stable distributions. IEEE transactions on signal processing, 49(10), 2192-2201.
  8. Mandelbrot, B. (1963). The Variation of Certain Speculative Prices. The Journal of Business, 36(4), 394-419. Retrieved from http://www.jstor.org/stable/2350970.

Details

Primary Language

English

Subjects

-

Journal Section

Research Article

Authors

Hulya Basegmez This is me

Publication Date

December 30, 2017

Submission Date

September 30, 2017

Acceptance Date

-

Published in Issue

Year 2017 Volume: 6 Number: 1

APA
Basegmez, H., & Cekici, E. (2017). MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS. PressAcademia Procedia, 6(1), 11-18. https://doi.org/10.17261/Pressacademia.2017.738
AMA
1.Basegmez H, Cekici E. MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS. PAP. 2017;6(1):11-18. doi:10.17261/Pressacademia.2017.738
Chicago
Basegmez, Hulya, and Elif Cekici. 2017. “MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS”. PressAcademia Procedia 6 (1): 11-18. https://doi.org/10.17261/Pressacademia.2017.738.
EndNote
Basegmez H, Cekici E (December 1, 2017) MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS. PressAcademia Procedia 6 1 11–18.
IEEE
[1]H. Basegmez and E. Cekici, “MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS”, PAP, vol. 6, no. 1, pp. 11–18, Dec. 2017, doi: 10.17261/Pressacademia.2017.738.
ISNAD
Basegmez, Hulya - Cekici, Elif. “MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS”. PressAcademia Procedia 6/1 (December 1, 2017): 11-18. https://doi.org/10.17261/Pressacademia.2017.738.
JAMA
1.Basegmez H, Cekici E. MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS. PAP. 2017;6:11–18.
MLA
Basegmez, Hulya, and Elif Cekici. “MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS”. PressAcademia Procedia, vol. 6, no. 1, Dec. 2017, pp. 11-18, doi:10.17261/Pressacademia.2017.738.
Vancouver
1.Hulya Basegmez, Elif Cekici. MODELLING OF BIST TOURISM INDEX’S TRADING VOLUME WITH STABLE PARETIAN DISTRIBUTIONS. PAP. 2017 Dec. 1;6(1):11-8. doi:10.17261/Pressacademia.2017.738

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