Financial determinants of bank profits: A comparative analysis of Turkish Banking Sector

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dc.contributor.authorDincer H.
dc.contributor.authorHacioglu U.
dc.contributor.authorEmir S.
dc.date.accessioned2024-03-13T10:01:06Z
dc.date.available2024-03-13T10:01:06Z
dc.date.issued2014
dc.departmentİstanbul Beykent Üniversitesien_US
dc.description.abstractThe main purpose of this study is to analyze the role of financial determinants on the bank profits in the Turkish Banking Sector. A comparative analysis has been conducted to predict the bank profits using Support Vector Regression (SVR) and Linear Regression (LR) models. The results illustrate that Net Interest Income After Specific Provisions/Total Operating Income, Non-Interest Income/Non-Interest Expense, Provision For Loan or Other Receivables Losses/Total Assets predictors have the most relative importance on SVR while Non-Interest Income/Non-Interest Expense, Provision For Loan or Other Receivables Losses/Total Assets predictors have it on LR. On the datasets containing these predictors, performances of SVR and LR models were compared based on Root Mean Square Error (RMSE) and Mean Absolute Error (MAE) metrics. The findings present that SVR predicts the level of bank profits better than classical LR model based on both metrics. © 2014 Springer International Publishing Switzerland. All rights reserved.en_US
dc.identifier.doi10.1007/978-3-319-01125-7_8
dc.identifier.endpage123en_US
dc.identifier.isbn9783319011257
dc.identifier.isbn3319011243
dc.identifier.isbn9783319011240
dc.identifier.scopus2-s2.0-84930246633en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage109en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-319-01125-7_8
dc.identifier.urihttps://hdl.handle.net/20.500.12662/2991
dc.identifier.volume9783319011257en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer International Publishingen_US
dc.relation.ispartofGlobalization of Financial Institutions: A Competitive Approach to Finance and Bankingen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBankingen_US
dc.subjectFinancial determinantsen_US
dc.subjectLinear regressionen_US
dc.subjectProfitsen_US
dc.subjectSupport vector regressionen_US
dc.titleFinancial determinants of bank profits: A comparative analysis of Turkish Banking Sectoren_US
dc.typeBook Chapteren_US

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