Financial Engineering and Derivatives Markets II
With the development of the financial market, traditional financial products can not meet the increasing financial demand, and the derivatives market (such as futures and options) has developed very rapidly in China. Mathematical tools have played a huge role in the design of new financial products and the development of new facilities, and derivatives-based financial engineering has also become an important discipline in finance. This course will introduce the core mathematical fundamentals of financial engineering and systematically summarize financial theories and models in the derivatives market. The course covers basic derivatives theories such as arbitrage, hedging and B-S models, as well as more in-depth derivatives models such as Poisson market models, stochastic volatility models and basic theories of stochastic processes. In the face of new technologies such as blockchain and artificial intelligence, this course teaches the application of blockchain technology in financial markets and smart contracts designs. This course aims to provide students with a systematic understanding of the basic mathematical tools and latest advances used in financial engineering and how they play a role in the derivatives market. The course is suitable for senior undergraduate, master's and doctoral students who have studied probability theory.
讲师
日期
2024年03月05日 至 07月12日
位置
Weekday | Time | Venue | Online | ID | Password |
---|---|---|---|---|---|
周二 | 13:30 - 16:05 | Shuangqing-B626 | ZOOM 02 | 518 868 7656 | BIMSA |
课程大纲
1. Brownian motion
2. Ito's lemma
3. Multi-dimensional Ito's lemma and its application in financial
4. Girsanov's theorem
5. Black Scholes model
6. Application of the Black Scholes model
7. Volatility modeling
8. Jump-based option pricing
9. Exotic options and real options
10. Application of artificial intelligence technology in option pricing
11. Topics in Futures and Option Pricing
12.Introduction to Digital Assets and Blockchain technology
13. Smart Contracts
14. Central Bank Digital Currency and web 3
15. Regulation of smart contracts and digital assets
16. Selected lectures on cutting-edge topics
2. Ito's lemma
3. Multi-dimensional Ito's lemma and its application in financial
4. Girsanov's theorem
5. Black Scholes model
6. Application of the Black Scholes model
7. Volatility modeling
8. Jump-based option pricing
9. Exotic options and real options
10. Application of artificial intelligence technology in option pricing
11. Topics in Futures and Option Pricing
12.Introduction to Digital Assets and Blockchain technology
13. Smart Contracts
14. Central Bank Digital Currency and web 3
15. Regulation of smart contracts and digital assets
16. Selected lectures on cutting-edge topics
听众
Advanced Undergraduate
, Graduate
, 博士后
视频公开
不公开
笔记公开
不公开
语言
中文
讲师介绍
清华大学社会科学学院经济学研究所教授,至善书院院长。主要研究方向为商品市场(包括数字资产)、金融科技和数字经济。在Journal of Finance, Review of Financial Studies, Management Science等顶级英文期刊上发表多篇论文,目前担任国际期刊Quantitative Finance的执行编辑以及Journal of Commodity Markets的副主编。研究成果得到美国期货管理委员会、联合国大宗商品报告以及多家媒体的报道。入选2020、2021年爱思唯尔中国高被引学者。