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Pregled bibliografske jedinice broj: 761136

Statistical Control Charts: Performances of Short Term Stock Trading in Croatia


Dumičić, Ksenija; Žmuk, Berislav
Statistical Control Charts: Performances of Short Term Stock Trading in Croatia // Business Systems Research Journal, 6 (2015), 1; 22-35 doi:10.1515/bsrj-2015-0002 (podatak o recenziji nije dostupan, članak, znanstveni)


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Naslov
Statistical Control Charts: Performances of Short Term Stock Trading in Croatia

Autori
Dumičić, Ksenija ; Žmuk, Berislav

Izvornik
Business Systems Research Journal (1847-8344) 6 (2015), 1; 22-35

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
investments; statistical process control; exponentially weighted moving average (EWMA) control chart; cumulative sum (CUSUM) control chart

Sažetak
Background: The stock exchange, as a regulated financial market, in modern economies reflects their economic development level. The stock market indicates the mood of investors in the development of a country and is an important ingredient for growth. Objectives: This paper aims to introduce an additional statistical tool used to support the decision-making process in stock trading, and it investigate the usage of statistical process control (SPC) methods into the stock trading process. Methods/Approach: The individual (I), exponentially weighted moving average (EWMA) and cumulative sum (CUSUM) control charts were used for gaining trade signals. The open and the average prices of CROBEX10 index stocks on the Zagreb Stock Exchange were used in the analysis. The statistical control charts capabilities for stock trading in the short-run were analysed. Results: The statistical control chart analysis pointed out too many signals to buy or sell stocks. Most of them are considered as false alarms. So, the statistical control charts showed to be not so much useful in stock trading or in a portfolio analysis. Conclusions: The presence of non-normality and autocorellation has great impact on statistical control charts performances. It is assumed that if these two problems are solved, the use of statistical control charts in a portfolio analysis could be greatly improved.

Izvorni jezik
Engleski

Znanstvena područja
Ekonomija



POVEZANOST RADA


Ustanove:
Ekonomski fakultet, Zagreb

Profili:

Avatar Url Berislav Žmuk (autor)

Avatar Url Ksenija Dumičić (autor)

Citiraj ovu publikaciju

Dumičić, Ksenija; Žmuk, Berislav
Statistical Control Charts: Performances of Short Term Stock Trading in Croatia // Business Systems Research Journal, 6 (2015), 1; 22-35 doi:10.1515/bsrj-2015-0002 (podatak o recenziji nije dostupan, članak, znanstveni)
Dumičić, K. & Žmuk, B. (2015) Statistical Control Charts: Performances of Short Term Stock Trading in Croatia. Business Systems Research Journal, 6 (1), 22-35 doi:10.1515/bsrj-2015-0002.
@article{article, year = {2015}, pages = {22-35}, DOI = {10.1515/bsrj-2015-0002}, keywords = {investments, statistical process control, exponentially weighted moving average (EWMA) control chart, cumulative sum (CUSUM) control chart}, journal = {Business Systems Research Journal}, doi = {10.1515/bsrj-2015-0002}, volume = {6}, number = {1}, issn = {1847-8344}, title = {Statistical Control Charts: Performances of Short Term Stock Trading in Croatia}, keyword = {investments, statistical process control, exponentially weighted moving average (EWMA) control chart, cumulative sum (CUSUM) control chart} }
@article{article, year = {2015}, pages = {22-35}, DOI = {10.1515/bsrj-2015-0002}, keywords = {investments, statistical process control, exponentially weighted moving average (EWMA) control chart, cumulative sum (CUSUM) control chart}, journal = {Business Systems Research Journal}, doi = {10.1515/bsrj-2015-0002}, volume = {6}, number = {1}, issn = {1847-8344}, title = {Statistical Control Charts: Performances of Short Term Stock Trading in Croatia}, keyword = {investments, statistical process control, exponentially weighted moving average (EWMA) control chart, cumulative sum (CUSUM) control chart} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Emerging Sources Citation Index (ESCI)


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