• C++ Programming for Financial Engineering
    Highly recommended by thousands of MFE students. Covers essential C++ topics with applications to financial engineering. Learn more Join!
    Python for Finance with Intro to Data Science
    Gain practical understanding of Python to read, understand, and write professional Python code for your first day on the job. Learn more Join!
    An Intuition-Based Options Primer for FE
    Ideal for entry level positions interviews and graduate studies, specializing in options trading arbitrage and options valuation models. Learn more Join!

Use Bayesian Net to Measure the Impact of a Shock

Joined
3/20/17
Messages
1
Points
11
Hi All!

I am doing a risk management project and I am kind of stuck. I have:

1) a historical time series of observable variable, like a stock
2) this variable experience certain shock in certain period, like a 5% drop of S&P 500 on certain day.

I want to use Bayesian Net and measure the immediate impact of the shock on the variable while separating regular market volatility. So we sort of know how this variable will respond to future shocks.

How I can construct a Bayesian Net to do this? Bayesian Net is a structure of conditional probabilities, I am stuck at how I can measure a quantity using it?

Thank you!
 
Back
Top