EF5123 Project
Project Objective
This project is a continuation of Problem Set I in computing increasingly rened
risk measures and evaluating their Out-Of-Sample performance. Let IS and OOS
be the In-Sample and Out-Of-Sample periods, respectively.
Part A
1. For the best IS specications 1-3, 4-6 and 7-9 of Problem Set I produce OOS
1-period-ahead forecasts of the 5%, 1% and 0.1% VaRs using:
i. Extreme Value Theory
ii. Filtered Historical Simulations
iii. Filtered Weighted Historical Simulations
2. Produce OOS 1-period-ahead forecasts of the 5%, 1% and 0.1% VaRs using:
iv. Historical Simulations
v. Weighted Historical Simulations
3. Backtest your VaR forecasts i.-v. performing Unconditional Coverage Testing
and Independence Hypothesis Testing.
Part B
1. Produce OOS 20-, 60- and 120-periods-ahead forecasts of the 5%, 1% and
0.1% VaRs for i.-v. and the Gaussian case of Problem Set I.
2. Backtest the 20-, 60- and 120-periods-ahead VaR forecasts.
Part C
1. Produce OOS 1-period-ahead forecasts of the Expected Shortfall for i.-v.
2. Backtest the Expected Shortfall forecasts.
Report
Once you have completed the empirical analysis prepare a technical report dis-
cussing and interpreting your ndings. You should comment, among others, on:
the performance of the various approaches to VaR
the performance of the various approaches to Expected Shortfall
the sensitivity of the two risk measures to the specication/modeling of the
conditional distribution
Include Tables and Figures to either help better support your analysis or to use as
counter-examples. Do not include irrelevant material such as lines of code, etc.
EF5123 Project
Data
You are to perform your investigations on the Fama-French returns of the portfolio
assigned to you in Problem Set I. The IS and OOS periods are those dened in
Problem Set I:
IS: 20080102-20131231
OOS: 20140102-20160129
Submission
This project counts toward 50% of the nal mark. You are encouraged to have
discussion sessions among yourselves but you must submit individual reports. Sub-
missions must be in pdf format and uploaded to Loop by midnight of May 18th.
Plagiarism
Make sure you read and understand the referencing guidelines found at:
http://www.dcu.ie/info/regulations/plagiarism.shtml
https://www4.dcu.ie/students/az/plagiarism