Fuzzy Data Envelopment Analysis Approach for Ranking of Stocks with an Application to Tehran Stock Exchange

سال انتشار: 1398
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 300

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شناسه ملی سند علمی:

JR_AMFA-4-1_003

تاریخ نمایه سازی: 7 مهر 1400

چکیده مقاله:

The main goal of this paper is to propose a new approach for efficiency measurement and ranking of stocks. Data envelopment analysis (DEA) is one of the popular and applicable techniques that can be used to reach this goal. However, there are always concerns about negative data and uncertainty in financial markets. Since the classical DEA models cannot deal with negative and imprecise values, in this paper, possibilistic range directional measure (PRDM) model is proposed to measure the efficiencies of stocks in the presence of negative data and uncertainty with input/output parameters. Using the data from insurance industry, this model is also implemented for a real case study of Tehran stock exchange (TSE) in order to analyse the performance of the proposed method.

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نویسندگان

Pejman Peykani

Faculty of Industrial Engineering, Iran University of Science & Technology, Tehran, Iran

Emran Mohammadi

School of Industrial Engineering, Iran University of Science & Technology, Tehran, Iran

Mohsen Rostamy-Malkhalifeh

Department of Mathematics, Faculty of Science, Science and Research Branch, Islamic Azad University, Tehran, Iran

Farhad Hosseinzadeh Lotfi

Department of Mathematics, Faculty of Science, Science and Research Branch, Islamic Azad University, Tehran, Iran

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  • Izadikhah, M., Improving the banks shareholder long term values by ...
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