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Multiple linear regression analyses of the performance and profitability of the Czech banking sector

Author

Listed:
  • Petra Jilkova

    (Technical University in Prague, Czech Republic)

  • Pavla Kotatkova Stranska

    (Technical University in Prague, Czech Republic)

Abstract

The global financial crisis started in the USA and extended to the European market in 2009 – 2010 and caused significant problems in the banking sector. Czech banks were not significantly affected and recorded a profit in many cases and there was no need for government intervention. The purpose of this paper is to analyze the effect of the economic situation of the Czech Republic on the performance and profitability of the banking market through selected determinants. Constructing a linear regression model predicts the values of the dependent variable from the variability of the values of the independent variables. In particular, the final report focusses on measuring the performance and profitability of the banking sector using the method of “Multiple linear regression”. The basis for multiple linear regression model is to estimate the effect of each independent variable Xi to the dependent variable Y. The force of the impact, determine the regression coefficients betha, also determining which independent variables have the greatest and the smallest effect on the dispersion of the dependent variables. In other words, how much of the variance of the dependent variable is explained by selected independent variables. In addition, a literature review and analysis of secondary are based on data published on or before 1. February 2017. This paper clarifies the structure of the Czech banking sector and it is focused on the performance and profitability in the defined time period and how it compares with the selected banking sector and indicators in other countries. On account of data availability for all the years examined, only selected banks were included.

Suggested Citation

  • Petra Jilkova & Pavla Kotatkova Stranska, 2017. "Multiple linear regression analyses of the performance and profitability of the Czech banking sector," Working Papers 41/2017, Institute of Economic Research, revised May 2017.
  • Handle: RePEc:pes:wpaper:2017:no41
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    Citations

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    Cited by:

    1. Eva Cipovová & Petra Jílková, 2018. "Loan Product Policy and Rentability Based on Interest Rates in Czech Republic," European Research Studies Journal, European Research Studies Journal, vol. 0(2), pages 575-585.

    More about this item

    Keywords

    bank; financial sector; linear regression analyses; performance; profitability;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • M31 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising - - - Marketing
    • C38 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Classification Methdos; Cluster Analysis; Principal Components; Factor Analysis
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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