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Register a new userThe Genral Trend of Stock Prices of Banks Listed in Damascus Securities Exchange & Building a Model to Predict Them
الاتجاه العام لأسعار الأسهم المدرجة في سوق دمشق للأوراق المالية وبناء نموذج للتنبؤ بها دراسة تطبيقية على أسهم بنك التجارة والتمويل الدولي باستخدام نماذج أريما ونماذج الانحدار للسلاسل الزمنية
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يهدف هذا البحث إلى التعرف على الاتجاه العام لأسعار الأسهم لمصرف التجارة والتمويل الدولي(IBTF) وذلك خلال الفترة الممتدة من بداية انطلاق سوق دمشق للأوراق المالية في آذار 2009 و حتى نهاية شهر شباط عام 2011, و بناء نموذج يساعد على التنبؤ بسعر السهم في الأجل القصير. وقد تم تطبيق الأساليب الإحصائية المتعلقة بالسلاسل الزمنية( نماذج الانحدار للسلاسل الزمنية ونماذج أريما ARIMA)) ، توصلت الدراسة إلى أن أفضل نموذج للتنبؤ المستقبلي بأسعار الأسهم هو نموذج الانحدار من الدرجة الثالثة ونموذج ARIMA(2,0,1) وذلك بناءً على عدة مؤشرات لاختبار جودة النموذجين المذكورين دون الأخذ بعين الاعتبار التغيرات الطارئة والموسمية.
This research aims to identify the Genral Trend of prices movements of stocks of IBTF bank listed in Damascus Securities Exchange (DSE) during the period starting from the beginning of Damascus Stock Exchange in March 2009 until the end of February 2011, in order to construct a model helping to predict the future prices of the stock in the short term. Using regression models for time series and ARIMA models, the reseach found that there is an incresing trend in stock prices during this period, and has also concluded that the best model to predict future stock prices is the regression model of the third degree and ARIMA (2,0,1), based on several indicators to test the quality of the model in question without taking into account the emergency and seasonal changes
References used
Bernard V. The Feltham-Ohlson framework: implications for empiricists. Contemporary Accounting Research II, 733-747, 1995
Borovkova, S. Dehling, H. Renkema, J. Tulleken, H. A potential-field approach to financial time series modelling. Economics Modelling 22: 139-161, 2003
Bowerman, B. L. and Richard, T. O. Business Statistics in Practice. Boston, 2007, 864p
Bowerman, B. L. Richard, T.O. and Orris, J.B. Essentials of Business Statistics. USA, 2004, 618p
Doane, D. P. and Lori E. S. Applied Statistics in Business and Economics. Boston, 2007, 832p
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to examine the random walk behavior in returns: the unit root test,
the autocorrelation test, the runs test and the GARCH model. To
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efficiency of the market, the study period was divided into three
periods, the pre-crisis period, the crisis period and the whole period.
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market hypothesis for more than half of the studied firms. Also it
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efficiency of most of the studied firms.
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on the share prices by applying in listed Syrian private banks in
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and types, addition to the concept of credit risk and i
ts causes
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section . And for a period (2010-30/6/2015) included 10
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between unproductive debt ratio and share prices. and indicated
also no relationship between credit losses reserve ratio and
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efficiency, On order to reducing credit risk and improve DSE
performance several recommendations have been presented by the end
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facility and ways to divide the property into segments, and indicate theconcept ofrelevance
financial reports, and the characteristics that make the financial reports, relevance to the needs of
users, and then show the importance informational content segment disclosure in promoting
therelevanceof financial reports.
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