1st Edition

Data Analytics in Finance

By Huijian Dong Copyright 2025
304 Pages
by Auerbach Publications

304 Pages
by Auerbach Publications

304 Pages
by Auerbach Publications

Data Analytics in Finance covers the methods and application of data analytics in all major areas of finance, including buy-side investments, sell-side investment banking, corporate finance, consumer finance, financial services, real estate, insurance, and commercial banking. It explains statistical inference of big data, financial modeling, machine learning, database querying, data... Read more

1. Data Analytics in Finance: Introductory Case Studies
2. Data Analytics in Finance: Tools and Platforms
3. Data Analytics in Investments
4. Data Analytics in Consumption Finance
5. Data Analytics in Corporate Finance
6. Data Analytics in Financial Services and Banking
7. Data Analytics in Insurance
8. Data Analytics in Auditing
9. Data Analytics in Policy and Government
10. Data Analytics in Real Estate
11. Data Analytics in Risk Management
12. Data Analytics in Fraud Detection

Biography

Huijian Dong received his doctorate education from Columbia University and University of Delaware. He joined Dickinson State University as provost and chief academic officer in early 2023 from New Jersey City University. He is a professor of finance and a CFA and CAIA charterholder. He served as director of Merrill Lynch Wealth Management Center at University of South Florida where he managed the Student Investment Fund. He published more than 40 research articles in renowned journals on topics ranging across the field of asset pricing and portfolio management. He was also invited to serve on the editorial board for American Business Review and other finance and education journals.