Courses
Business & Economics > Finance
- Course
- Impact Of Covid-19 On Financial Markets
- Lecturer
- Holov Nabijon
- University
- Tashkent State University of Economics
- Period
- Spring 2021
- Language
- English
Keyword
Syllabus
The original contribution of this course is to empirically document the contagion of the Covid-19 on financial markets. We merge databases from Johns Hopkins Coronavirus Center, Oxford-Man Institute Realized Library, NYU Volatility Lab, and St-Louis Federal Reserve Board. We deploy three types of models throughout our experiments: (i) the Susceptible-Infective-Removed (SIR) that predicts the infections’ peak on 2020-03-27; (ii) volatility (GARCH), correlation (DCC), and risk-management (Value-at-Risk (VaR)) models that relate how bears painted Wall Street red; and, (iii) data-science trees algorithms with forward prunning, mosaic plots, and Pythagorean forests that crunch the data on confirmed, deaths, and recovered Covid-19 cases and then tie them to high-frequency data for 31 stock markets.
| No. | File | Download |
|---|---|---|
| 1 | [A-3]Course Syllabus (9).pdf | Download |
Courses List
| No. | Course | Format | File | Date |
|---|---|---|---|---|
| 1 | Lecture 1 | 2021-07-20 | ||
| 2 | Lecture 2 | 2021-07-20 | ||
| 3 | Lecture 3 | 2021-07-20 | ||
| 4 | Lecture 4 | 2021-07-20 | ||
| 5 | Lecture 5 | 2021-07-20 | ||
| 6 | Lecture 6 | 2021-07-20 | ||
| 7 | Lecture 7 | 2021-07-20 | ||
| 8 | Lecture 8 | 2021-07-20 | ||
| 9 | Lecture 9 | 2021-07-20 | ||
| 10 | Lecture 10 | 2021-07-20 | ||
| 11 | Lecture 11 | 2021-07-20 | ||
| 12 | Lecture 12 | 2021-07-20 | ||
| 13 | Lecture 13 | 2021-07-20 | ||
| 14 | Lecture 14 | 2021-07-20 | ||
| 15 | Exam | 2021-07-20 | ||
| 16 | Additional Materials | 2021-07-20 |
제목