Model of Company Efficiency With TheRole Of Monitoring Criteria Of CA Approach And LASOO

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Azad Aliasghar; POURZAMANI ZAHRA

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Paper Information

Journal: Financial Economics Year:2021 | Volume:14 | Issue:53 Page(s): 65-95

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Title

Model of Company Efficiency With TheRole Of Monitoring Criteria Of CA Approach And LASOO

Author(s)

Azad Aliasghar | POURZAMANI ZAHRA | Issue Writer Certificate

Keywords

Brand ValueQ1

Regulatory CriteriaQ1

Artificial Intelligence AlgorithmQ1

Abstract

Efficiency shows how the organization has used its resources to produce the best performance over time. This paper examines the usefulness of the cultural method in analyzing the effect of management factors on the efficiency of the company, as well as predicting and providing a model of efficiency with the Lasso method. In this regard, data coverage analysis method has been used to measure the efficiency of the company. The initial independent variables in this study include regulatory variables of the governance system. At first, using the cultural variable selection algorithm, variables were selected that have the highest correlation and relationship with the company's performance. Then, using the Lasso algorithm method, the company's performance for the next year is predicted, and finally a model for predicting performance The management system was presented with selected variables. Experimental findings related to the study of 154 companies listed on the Tehran Stock Exchange in the period 1390 to 1397, show that the variables of the ratio of institutional owners, the ratio of non-executive managers, the company's political relationship and the ratio of managerial ownership and concentration of ownership are higher than other variables. In addition to the cultural method, the company has other research results that can be used in predicting and presenting the company's future performance model with a small error.

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APA: Copy

Azad, Aliasghar, & POURZAMANI, ZAHRA. (2021). Model of Company Efficiency With TheRole Of Monitoring Criteria Of CA Approach And LASOO. JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT), 14(53 ), 65-95. SID. https://sid.ir/paper/393318/en

Vancouver: Copy

Azad Aliasghar, POURZAMANI ZAHRA. Model of Company Efficiency With TheRole Of Monitoring Criteria Of CA Approach And LASOO. JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT)[Internet]. 2021;14(53 ):65-95. Available from: https://sid.ir/paper/393318/en

IEEE: Copy

Aliasghar Azad, and ZAHRA POURZAMANI, “Model of Company Efficiency With TheRole Of Monitoring Criteria Of CA Approach And LASOO,” JOURNAL OF FINANCIAL ECONOMICS (FINANCIAL ECONOMICS AND DEVELOPMENT), vol. 14, no. 53 , pp. 65–95, 2021, [Online]. Available: https://sid.ir/paper/393318/en

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