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Analysis of Changes in Market Shares of Commercial Banks Operating in Turkey Using Computational Intelligence Algorithms 利用计算智能算法分析土耳其商业银行市场份额的变化
Pub Date : 1900-01-01 DOI: 10.1155/2014/649860
M. Amasyali, Ayşe Demi̇rhan, M. Bal
This paper aims to model the change in market share of 30 domestic and foreign banks, which have been operating between the years 1990 and 2009 in Turkey by taking into consideration 20 financial ratios of those banks. Due to the fragile structure of the banking sector in Turkey, this study plays an important role for determining the changes in market share of banks and taking the necessary measures promptly. For this reason, computational intelligence methods have been used in the study. According to the research results, it is seen that it was not able to properly anticipate the data for the banking sector in the periods of financial crises (2000-2001 and 2008-2009). However, it is seen that, Simple Linear Regression is distinguished as a good algorithm among the computational intelligence algorithms for all periods between the years 1990 and 2009.
本文旨在通过考虑这些银行的20个财务比率,对1990年至2009年在土耳其经营的30家国内外银行的市场份额变化进行建模。由于土耳其银行业结构脆弱,本研究对于确定银行市场份额的变化并及时采取必要措施具有重要作用。因此,计算智能方法已被用于研究。根据研究结果,可以看出,它无法正确预测金融危机期间(2000-2001年和2008-2009年)银行业的数据。然而,可以看出,在1990年至2009年的所有时期的计算智能算法中,简单线性回归算法被认为是一个很好的算法。
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引用次数: 3
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Adv. Artif. Intell.
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