Amazon cover image
Image from Amazon.com
Syndetics cover image
Image from Syndetics

Data science and risk analytics in finance and insurance/ Tze Leung Lai and Haipeng Xing

By: Contributor(s): Material type: TextTextLanguage: English Publication details: Boca Raton: CRC Press Taylor & Francis Group, 2025.Description: 449 p.; 22 cm. HBISBN:
  • 9781439839485
Subject(s): DDC classification:
  • 332.0151 LAI
Contents:
Preface Part 1: Background and Basic Analytics 1. Risk management and regulation 2. Basic concepts and methods in risk management 3. Financial derivatives and their pricing theory 4. Insurance risk and credibility theory Part 2: Advanced Data and Risk Analytics 5. Supervised and unsupervised learning 6. Bandit, Markov decision process and reinforcement learning 7. Monte Carlo methods and rare event analytics 8. Surveillance and predictive analytics Part 3: Data and Risk Analytics in FinTech 9. FinTech ABCD and analytics Bibliography Index
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Status Barcode
Book Book Ranganathan Library Mathematics and Statistics 332.0151 LAI (Browse shelf(Opens below)) Available 054974

Preface

Part 1: Background and Basic Analytics

1. Risk management and regulation

2. Basic concepts and methods in risk management

3. Financial derivatives and their pricing theory

4. Insurance risk and credibility theory

Part 2: Advanced Data and Risk Analytics

5. Supervised and unsupervised learning

6. Bandit, Markov decision process and reinforcement learning

7. Monte Carlo methods and rare event analytics

8. Surveillance and predictive analytics

Part 3: Data and Risk Analytics in FinTech

9. FinTech ABCD and analytics

Bibliography

Index

There are no comments on this title.

to post a comment.
Share