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Titlebook: Data Analytics for Management, Banking and Finance; Theories and Applica Foued Saâdaoui,Yichuan Zhao,Hana Rabbouch Book 2023 The Editor(s)

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Determinants of Non-Performing Loans: Evidence from Indian Banks,post-global financial crisis era. In this perspective, this chapter examines the gravity of the impact that bank-specific and macroeconomic determinants have on non-performing loans (NPLs) of Indian banks. A balanced panel data set comprising 40 banks which accounted for 96.42% of banking operation
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Explainable Machine Learning Models for Credit Risk Analysis: A Survey,ng models, which may estimate a lender’s eligibility and categorize them accordingly. Although these models predict problematic or safe borrowers with high accuracy, they provide no rationale or explanation for their judgments. As a result, these models are commonly misinterpreted, and the process i
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Financial Contagion During COVID-19 Crisis: Intraday Analysis Using VAR-VECM Models, the Granger (Econometrica 37:424–438, 1969) causality test to identify causal relationships between equity markets. Finally, we estimate VAR-VECM models to investigate the strength of co-movement between equity markets and therefore complement the analysis of the Granger causality tests. We show a
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,Nonlinear ARDL Analysis of Real Effective Exchange Rate’s Asymmetric Impact on FDI Inflows in Tunistive exchange rate management is essential for FDI inflows attraction in Tunisia. Therefore, Tunisia’s monetary authorities should develop and apply efficient exchange rate control strategies. In order to prevent fiscal policy from undermining monetary authorities’ efforts to properly manage the exc
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