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

Arbeitspapier

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.

Angaben zum Objekt

• Sprache: Englisch

Verweise und Beziehungen

• Erschienen in: Series: Institute of Economic Research Working Papers ; No. 41/2017

Klassifikation und Themen

• Klassifikation: Wirtschaft ; Banks; Depository Institutions; Micro Finance Institutions; Mortgages ; Marketing ; Multiple or Simultaneous Equation Models: Classification Methods; Cluster Analysis; Principal Components; Factor Models ; Economic Development: Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
• Thema: bank ; financial sector ; linear regression analyses ; performance ; profitability

Beteiligte, Orts- und Zeitangaben

• Ereignis: Geistige Schöpfung
• (wer): Jilkova, Petra ; Stranska, Pavla Kotatkova
• Ereignis: Veröffentlichung
• (wer): Institute of Economic Research (IER)
• (wo): Toruń
• (wann): 2017

Weitere Informationen

• Handle: http://hdl.handle.net/10419/219864
• Letzte Aktualisierung: 10.03.2025, 11:42 MEZ