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EF 4321: Derivatives and Risk Management

Midterm Project

Fall, 2022

Question 1. Suppose you manage a mutual fund that specializes in investing in technology    stocks. You generally pick a portfolio of technology stocks and hedge out some risks using    futures contracts on some market index. The total value of your current portfolio is 100          million dollars. Please find in the EXCEL sheet “CrossHedging.xlsx” the monthly data of the futures on the S-index, N-index, and the return on your fund portfolio. You can use either the S-index futures contract or the N-index futures contract to hedge the risk.

Note that the S-index futures contract has a contract unit of 50, or one S-index futures             contract has a notional value of 50×S-Index. The N-index futures contract has a contract unit of 20, or one N-index futures contract has a notional value of 20×N- 100 Index. The futures    price data in the Excel spreadsheet are for indices and do not take the multipliers of 20 and 50 into account. Assume you can take fractions of a futures contract throughout this midterm      assignment. When answering the following questions a), b), and c), assume today is the end   of July 2019, and use the values given by cells B8 and C8 in the sheet “Data for Q1” when     you calculate the number of contracts.

a)  Suppose you decide to use the S-index futures to hedge the risk. Should you take long or short positions in the S-index futures contracts? How many S-index futures contracts do you need to go long (or short) in order to minimize the variance of the  hedged portfolio?

b)  Suppose you decide to use the N-index futures to hedge the risk. Should you take long or short positions in the N-index futures contracts? How many N-index futures contracts do you need to go long (or short) in order to minimize the variance of the   hedged portfolio?

c)  Which is a better hedge? The S-index futures or the N-index futures? Explain why.

Question 2. Suppose now you are at the end of July 2019 and want to hedge the risk of your portfolio up until the end of October 2019 (for approximately three months) with the equity index futures you picked in Question 1. In this question, you need to compute the varying    margin balance of your futures position throughout the three-month period. For the S-index  futures, the maintenance margin is $6000 and the initial margin is $6600. For the N-index    futures, the maintenance margin is $7600, and the initial margin is $8360.

a) In the Excel file, you are given both futures contracts’ price series from Aug 1, 2019 to Oct 31, 2019. Suppose you long/short one futures contract that you decided to use in Question 1   (whether you take a long or short position depends on your answer in Q1). Compute the         following quantities (for simplicity, omit the interest you earn in your margin account):

i. Daily Gain or Loss: the daily change in the futures price to be reflected on your account

ii. Account Balance: the margin balance after adjusting for the daily gain and loss

iii. Margin Deposit: the amount of new deposit required to meet the margin requirement

iii. New Account Balance: the amount in your margin account after placing the margin deposit

iv. Total Deposit: the total amount of capital you use to keep the position open (suppose you never withdraw money from the margin account)

v. Cumulative Profit or Loss

Question 3. In Question 2, given a particular futures price path from Aug to Oct, you             computed the total deposit required to keep your futures positions alive. Let’s call this            amount TD. Now we are at the beginning of November and want to hedge our portfolio for    the upcoming 90 trading days. In this question, you will simulate 1,000 futures price paths     and get a distribution of TD. This computation helps you more precisely estimate the amount of money required for your hedging position. In particular, this exercise allows you to answer questions like what’s the probability that your futures position keeps alive for up to 90          trading days” . To do this, you first need a model for the dynamics of the futures price.

a)   Suppose the daily log return on the futures price is modeled as a linear trend plus a normal random noise. That is, assuming the daily log return is

ln(Ft+#) ln(Ft ) = u + G  ,

where  is a standard normal random variable (N(0,1) distributed) and  at         different dates are independent. Use the data given in Question 2 to estimate the drift u and the standard deviation G of the noise term (no need to annualize the numbers for these). Report your results.

(Hint: compute log returns for Question 2 and estimate the sample mean and the standard deviation.)

b)  Given your estimated parameters, simulate the daily returns for 90 days, map each return path back to a futures price path, and compute the TD corresponding to this simulated futures price path as you did in Question 2. When doing the simulation, use the latest available futures price in Question 2 as F$ . Repeat this step 1,000     times and record the resulting 1,000 values of TD with “Excel What-if Analysis –

Data Table.

(Hint: a brief tutorial for Data Table that may be helpful is included in the          Midterm Project folder. For other tutorials for Data Table, there are many online resources.)

c)  Now you have a distribution of the TD. You may compute a VaR type of measure of TD, i.e., what is the minimum amount ofmoney you need to have such that you can keep your futures position alive up until the end of Jan 2020 with a 95%          chance?