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B8306 Fall
Professor Xuelin Li
Due: Friday, Nov 17
1
Problem Set 4
HOMEWORK INSTRUCTIONS
Hand in your homework in a single Excel spreadsheet.
Answer each question in a
separate worksheet. Write the names of all group members and your group number on
the first worksheet of your homework.
Turn in homework ON CANVAS BY MIDNIGHT on
the due date.
Question 1.
In this question, we will use the portfolio optimization tools we’ve discussed
in class to evaluate the effects of “green” investing.
Green investing involves choosing
stocks for your portfolio based not only on their risk-return characteristics, but also on
the social, environmental and governance standards of the company issuing the stock.
1
Say you have been hired by a university endowment to construct a socially responsible
portfolio.
This portfolio should overweight socially responsible companies, and
underweight socially irresponsible companies.
However, the university endowment still
would like you to optimize the risk-reward of the portfolio subject to your social
responsibility mandate.
You decide to construct this portfolio using three indexes: the S&P500 index, a
global Energy sector index (which is deemed to represent socially “irresponsible”
companies), and the MSCI KLD 400 Social Index (which invests in socially “good”
companies, like Microsoft, Facebook, Alphabet, Cisco, and so on; we refer to this as
SRI
for socially responsible investments).
Data for the three indexes is contained in the
1-
asset-class-levels.csv
spreadsheet on Canvas.
The data show the total return
from investing in the indexes, assuming dividends are reinvested back into the index.
a)
Calculate the monthly returns for the three indexes, i.e.
𝑃
𝑡+1
/𝑃
𝑡
.
b)
Calculate the annualized returns and volatilities for the three indexes.
Also
calculate the Sharpe ratios for the three indexes assuming an annual risk-free
rate of
𝑟
𝑓
= 2.5%
.
c)
Calculate the correlation matrix for index returns.
1
A good reference for this is the recent paper Baker, Bergstresser, Serafeim and Wurgler, 2018,
“
Financing the response to climate change: The pricing and ownership of U.S. Green Bonds
,” NBER
working paper.
B8306 Fall
Professor Xuelin Li
Due: Friday, Nov 17
2
d)
Find the optimal Sharpe ratio portfolio consisting of these three assets.
(Use the
average returns, variances and correlations of the three securities, in the same
way that we did in class
.
Make sure that the “Make Unconstrained Variables
Non-
Negative” checkbox is not chosen –
we want to allow negative weights).
Does this portfolio seem to satisfy your client’s desire for a “green” investment?
(Assume the endowment will invest fully in this portfolio and hold no cash, i.e.
there is no need to calculate
𝑤
∗
in this problem.)
e)
Now trace out the efficient frontier achievable using these three assets.
This is a
plot of the minimum volatility for a portfolio that has a given expected return.
The volatilities are plotted on the x-axis and the expected returns are plotted on
the y-axis.
The spreadsheet contains a column of expected returns.
For each of
these you should go to Solver, and find the minimum volatility portfolio (by
choosing 2 weights and setting the third equal to
1 − 𝑤
1
− 𝑤
2
) that has the
given expected return (again, make sure to allow negative weights).
In Solver
you can add a constraint that sets the cell with the portfolio expected return
(which we proxy using the portfolio’s historical average return)
equal to the
desired expected return, e.g., 4%,
5%, …, 8%, 9%,
etc.
f)
You now choose to modify the original problem to generate a greener answer.
To do so, instead of using the securities’ historical average returns, you decide to
use modified returns, that express your social preferences.
For the SRI portfolio
its modified return is set equal to its actual historical annualized return plus
0.25%.
For the Energy portfolio, its modified return is set equal to its historical
annualized return minus 0.25%.
Using these modified returns and the actual
portfolio volatility
, optimize this portfolio’s modified Sharpe ratio
(i.e., its
modified annual return minus
𝑟
𝑓
divided by the actual volatility).
Is the resultant
portfolio more socially responsible than the original one from part (d)?
What is
this green portfolio’s actual (i.e.
, using the historical
–
not modified
–
average
returns) Sharpe ratio?
Where does the portfolio lie relative to the efficient
frontier?
g)
Would you recommend this portfolio to your client?
Discuss why or why not.
Question 2
. In this question, you will use the monthly return data on the stock market,
risk-free T-Bills, and four US industries in the
2-industry-rets.csv
file on Canvas.
The goal is to test the CAPM’s empirical ability to explain the
value-weighted average
B8306 Fall
Professor Xuelin Li
Due: Friday, Nov 17
3
stock returns for four US industries (food, smoking, toy, and steel) from 1926 through
the present day. To do this, you will estimate industries
’
betas and their average excess
returns during this period.
NOTE: This dataset is available from Ken French’s website at
Dartmouth.
The industry returns come from his monthly 49 industry portfolio files; and
the market return and risk-free rate come from the Fama/French 3 Factors monthly file.
a)
Compute the monthly excess stock returns for the market and for each of the
four industries by subtracting the risk-free returns from each asset
’s raw returns
.
b)
Using Excel’s
slope()
function, compute the beta of each of the four
industries using the entire data sample, based on the monthly excess returns of
the stocks and the market computed in (a). Check that the beta estimates align
with economic intuition.
c)
Compute the annualized average excess stock returns for each of the four
industries and for the market for the entire period.
d)
If
the market’s average excess return
over the entire data sample is a good
estimate of its expected excess return and the CAPM is correct, what should the
slope of the security market line (SML) be?
e)
U
sing Excel’s slope function, compute the slope of a line of best fit that
summarizes the relationship between the four industries average excess returns
(the y-axis) and their betas (the x-axis) in this period. Do the industries with
higher betas experience higher average returns? How does the slope of this
relationship compare to your answer to (d)?
f)
Compute each of the four
industries’
alphas using the entire data sample. [Again,
assume that the market’s average excess return in
the period is a good estimate
of its expected excess return.] What does the CAPM predict that these four
alphas should be? Which industries perform better or worse than the CAPM
predicts?
g)
Plot the CAPM’s predicted SML for the period
. [The SML when done with excess
returns starts at the origin and increases as a function of securities
’
betas with a
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B8306 Fall
Professor Xuelin Li
Due: Friday, Nov 17
4
slope given by the market’s excess return.
]
Assets’
expected (
which we’ll
estimate as the average for the period) excess returns should be on the
y
-axis
and
assets’
betas should be on the
x
-axis. Add four points for the four industries
to your plot. How should we interpret the vertical distance between each of the
four points and the SML?
h)
Compute the
annualized
Sharpe ratios for each of the four industries and the
market during the period. [You will need to use annualized returns
and
annualized volatility.] Which of these five assets has the highest Sharpe ratio? Is
this consistent with the CAPM’s prediction?
i)
Would it have been possible during this period to use any of the industries in this
analysis to construct an overall portfolio that had a higher Sharpe ratio than the
market? Be sure to reconcile this answer with your answer to part (h).
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7) Choose the best answer.
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Quantitative Problem 1: You plan to deposit $2,200 per year for 6 years into a money market account with an annual return of 2%. You plan
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The comparative balance sheets of Constantine Cavamanlis Inc. at the beginning and the end of the year 2020 are as follows.
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Koch Corporation's adjusted trial balance contained the following asset accounts at December 31, 2020: Cash $7,000, Land
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Prepare the current assets section of the balance sheet. (List Current Assets in order of liquidity.)
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Entries for notes payable
Bennett Enterprises issues a $660,000, 45-day, 9%, note to Spectrum Industries for merchandise inventory.
Assume a 360-day year. If required, round your answers to the nearest dollar.If an amount box does not require an entry, leave it blank.
a. Journalize Bennett Enterprises' entries to record:
1. the issuance of the note.
2. the payment of the note at maturity.
2
b. Journalize Spectrum Industries' entries to record:
1. the receipt of the note.
2. the receipt of the payment of the note at maturity.
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Proceeds from Notes Payable
On January 26, Bella Co. borrowed cash from Conrad Bank by issuing a 30-day note with a face amount of $48,000. Assume a 360-day year.
a. Determine the proceeds of the note, assuming the note carries an interest rate of 6%.
b. Determine the proceeds of the note, assuming the note is discounted at 6%.
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ring the first month of operations, Johnson Services, Ic., completed the following transactions:
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Publisher:Pearson,
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Fundamentals of Financial Management (MindTap Cou...
Finance
ISBN:9781337395250
Author:Eugene F. Brigham, Joel F. Houston
Publisher:Cengage Learning

Corporate Finance (The Mcgraw-hill/Irwin Series i...
Finance
ISBN:9780077861759
Author:Stephen A. Ross Franco Modigliani Professor of Financial Economics Professor, Randolph W Westerfield Robert R. Dockson Deans Chair in Bus. Admin., Jeffrey Jaffe, Bradford D Jordan Professor
Publisher:McGraw-Hill Education
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Corporate Finance (The Mcgraw-hill/Irwin Series i...
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