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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Main Authors: Mohammad Athar Ali, Asif Pervez, Rohit Bansal, Mohammed Arshad Khan
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Discrete Dynamics in Nature and Society
Online Access:http://dx.doi.org/10.1155/2022/8103510
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author Mohammad Athar Ali
Asif Pervez
Rohit Bansal
Mohammed Arshad Khan
author_facet Mohammad Athar Ali
Asif Pervez
Rohit Bansal
Mohammed Arshad Khan
author_sort Mohammad Athar Ali
collection DOAJ
description 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.
format Article
id doaj-art-cb338b51bea648d9ba31c434cfd01dce
institution Kabale University
issn 1607-887X
language English
publishDate 2022-01-01
publisher Wiley
record_format Article
series Discrete Dynamics in Nature and Society
spelling doaj-art-cb338b51bea648d9ba31c434cfd01dce2025-02-03T06:05:55ZengWileyDiscrete Dynamics in Nature and Society1607-887X2022-01-01202210.1155/2022/8103510Analyzing Performance of Banks in India: A Robust Regression Analysis ApproachMohammad Athar Ali0Asif Pervez1Rohit Bansal2Mohammed Arshad Khan3Department of FinanceCentre for Distance and Online EducationDepartment of Management StudiesDepartment of AccountancyThis 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.http://dx.doi.org/10.1155/2022/8103510
spellingShingle Mohammad Athar Ali
Asif Pervez
Rohit Bansal
Mohammed Arshad Khan
Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
Discrete Dynamics in Nature and Society
title Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
title_full Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
title_fullStr Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
title_full_unstemmed Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
title_short Analyzing Performance of Banks in India: A Robust Regression Analysis Approach
title_sort analyzing performance of banks in india a robust regression analysis approach
url http://dx.doi.org/10.1155/2022/8103510
work_keys_str_mv AT mohammadatharali analyzingperformanceofbanksinindiaarobustregressionanalysisapproach
AT asifpervez analyzingperformanceofbanksinindiaarobustregressionanalysisapproach
AT rohitbansal analyzingperformanceofbanksinindiaarobustregressionanalysisapproach
AT mohammedarshadkhan analyzingperformanceofbanksinindiaarobustregressionanalysisapproach