Question: I need to calculate the component VaR with this data using the norm _ weight for the portfolio weight and the return series for the

I need to calculate the component VaR with this data using the norm_weight for the portfolio weight and the return series for the returns of each security. This is a sample (dummy) data so it only contains return_0 to return_6. the real dataset will contain return_0 to return_255. The component VaR is defined as:
dollar component VaR ($VaR )= NZ\alpha \sigma = sum of i=1 NZ\alpha wi(cov_matrix w/\sigma ) where NZ is the normal distribution and Z score and alpha is at 97.5 level, w is the weight, i is at ith security. sigma is the volatility.
please give the solution in Python. Thank you
 I need to calculate the component VaR with this data using

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Programming Questions!