Использование корреляционного анализа для прогнозирования доходности коммерческих банков Казахстана (на примере АО «Kaspi bank»)

Abstract

Purpose is to determine the type of relationship between the credit operations of a commercial bank, using the example of JSC "Kaspi bank", and loans in the economy of Kazakhstan, as well as to determine the profitability of the bank under study through forecasting. Design / Method / Approach. In the research used a correlation analysis of data on loans provided by Kaspi bank JSC and data of the National Bank of Kazakhstan. Findings. Analytical data on the activity of the bank under study in the banking system of Kazakhstan; the relationship between the loans of the investigated bank and loans in the economy of Kazakhstan was established; Several methods for forecasting the profitability of a commercial bank have been proposed. Practical implications. The proposed approach allows commercial banks in the market conditions to forecast their profitability in the short and medium term, taking into account the pessimistic and optimistic scenarios of development of activity. Originality/Value. The article explored the nature of the relationship between the credit activity of a large private bank and loans in the economy of Kazakhstan through correlation. It is proposed to investigate the relationship of financial institutions in the economy and the results of their activities through mathematical modeling, in particular correlation analysis, without using the traditional method (for example, calculation of specific gravity). Paper type - empirical.