Data Analytics for Management, Banking and Finance

Edited by Foued Saâdaoui (), Yichuan Zhao () and Hana Rabbouch ()

in Springer Books from Springer

Date: 2023
ISBN: 978-3-031-36570-6
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Chapters in this book:

A Survey of Machine Learning Methodologies for Loan Evaluation in Peer-to-Peer (P2P) Lending

Yan Wang and Xuelei Sherry Ni

Explainable Machine Learning Models for Credit Risk Analysis: A Survey

Shahriar Kaisar and Sakif Tasnim Sifat

Data Analytics Incorporated with Machine Learning Approaches in Finance

Sanjay Goswami, Jyoti Mishra and Mahendra Tiwari

Estimation and Inference in Financial Volatility Networks

Javier Sánchez García and Salvador Cruz Rambaud

Multiresolution Data Analytics for Financial Time Series Using MATLAB

Hana Rabbouch, Bochra Rabbouch and Foued Saâdaoui

A Risk-Based Trading System Using Algorithmic Trading and Deep Learning Models

Amirmohammad Maleki, Ehsan Hajizadeh and Ali Fereydooni

Financial Contagion During COVID-19 Crisis: Intraday Analysis Using VAR-VECM Models

Imen Ghadhab

Nonlinear ARDL Analysis of Real Effective Exchange Rate’s Asymmetric Impact on FDI Inflows in Tunisia

Lamia Benzid

Evaluating Turkish Banks’ Complaint Management Performance Using Multi-Criteria Decision Analysis

Talip Arsu and Muhammed Bilgehan Aytaç

Financial Cycle, Stress, and Policy Roles in Small Open Economy: Spillover Index Approach

Tihana Škrinjarić

Performance of Cryptocurrencies Under a Sentiment Analysis Approach in the Time of COVID-19

Evangelos Vasileiou and Petros Koutrakos

Determinants of Non-Performing Loans: Evidence from Indian Banks

Dhanraj Sharma, Ruchita Verma and Shubham Sharma

Natural Resources, Conflicts, Terrorism, and Finance: Insights from a Descriptive Data Analysis

Hassen Mohamed

Determinants of Profitability in Islamic Banks: The Kingdom of Saudi Arabia Market

Ali Saggay, Mostafa Mahmoud Abdelsalam and Rafik Jbir

Trading Rules and Value at Risk: Is There a Linkage?

Evangelos Vasileiou, Maria Karagiannaki and Aristeidis Samitas

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DOI: 10.1007/978-3-031-36570-6

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