Data Science and Risk Analytics in Finance and Insurance
portes grátis
Data Science and Risk Analytics in Finance and Insurance
Lai, Tze Leung; Xing, Haipeng
Taylor & Francis Inc
10/2024
366
Dura
Inglês
9781439839485
15 a 20 dias
Descrição não disponível.
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
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Risk Management;Insurance Risk;Supervised Learning;Unsupervised Learning;Markov Decision Process;Monte Carlo;FinTech
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
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.