Analyzing Performance of Banks in India: A Robust Regression Analysis Approach

Analyzing Performance of Banks in India: A Robust Regression Analysis Approach

This research aims to analyze the impact of bank performance determinants on bank performance by applying robust regression analysis. For this, the relationship between return on assets and net interest margin with bank performance determinants has been discussed using robust regression. Robust regr...

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Veröffentlicht in:Discrete dynamics in nature and society 2022-01, Vol.2022 (1)
Hauptverfasser: Ali, Mohammad Athar, Pervez, Asif, Bansal, Rohit, Khan, Mohammed Arshad
Format: Artikel
Sprache:eng
Schlagworte:
Banking industry
Banks
Commercial banks
Cost control
Credit risk
Data analysis
Diversification
Economic development
Foreign banks
GDP
Gross Domestic Product
Impact analysis
Macroeconomics
Operating costs
Outliers (statistics)
Productivity
Profitability
Regression analysis
Robustness (mathematics)
Variables
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Beschreibung
Zusammenfassung:This research aims to analyze the impact of bank performance determinants on bank performance by applying robust regression analysis. For this, the relationship between return on assets and net interest margin with bank performance determinants has been discussed using robust regression. Robust regression offers a better and more realistic analysis owing to reducing the impact of outliers and influential data, and it is recommended for more precise results.
ISSN:1026-0226
1607-887X
DOI:10.1155/2022/8103510