Solution Set 4 Foundations of Finance. I. Expected Return, Return Standard Deviation, Covariance and Portfolios (cont):

Size: px
Start display at page:

Download "Solution Set 4 Foundations of Finance. I. Expected Return, Return Standard Deviation, Covariance and Portfolios (cont):"

Transcription

1 Problem Set 4 Solution I. Expected Return, Return Stard Deviation, Covariance Portfolios (cont): State Probability Asset A Asset B Riskless Asset Boom % 14% 7% Normal Growth % 9% 7% Recession % 5% 7% A. What is the expected return stard deviation of return of a portfolio consisting of ω% invested in asset A (1-ω)% in the riskless asset when ω% is %? 2. 60%? %? As an illustration, for ω A,p = -0.2: E[R p ] = ω A,p E[R A ] + (1- ω A,p ) R f = -0.2 x 15.5% x 7% = 5.3% σ[r p ] = ω A,p σ[r A ] = % = % ω A,p E[R p ] σ[r p ] % % % % % % B. What is the expected return stard deviation of return of a portfolio consisting of ω% invested in asset B (1-ω)% in the riskless asset when ω% is %? 2. 60%? %? As an illustration, for ω B,p = 1.2: E[R p ] = ω B,p E[R B ] + (1- ω B,p ) R f = 1.2 x 9.25% x 7% = 9.7% σ[r p ] = ω B,p σ[r B ] 1

2 = % = % ω B,p E[R p ] σ[r p ] % % % % % % C. If a risk-averse investor has to decide whether to hold either asset A with the riskless asset or asset B with the riskless asset, which asset would the investor prefer to hold in combination with the riskless asset? Explain why? Do you need more information about the investor s preferences to answer the question? Any risk averse individual prefers the risky asset whose CAL has the higher slope. The reason is that for any point on the lower sloped CAL, there exists a point on the higher sloped CAL with the same expected return but lower stard deviation. slope-cal(a) = {E[R A ]-R f }/σ[r A ] = {15.5%-7%}/8.1701% = slope-cal(b) = {E[R B ]-R f }/σ[r B ] = {9.25%-7%}/3.1918% = So any risk averse individual prefers to hold asset A in combination with the riskless asset than asset B. D. What is the expected return stard deviation of return of a portfolio consisting of ω% invested in asset A (1-ω)% in asset B when ω% is %? 2. 80%? %? As an illustration, for ω A,p = 0.8: E[R p ] = ω A,p E[R A ] + (1- ω A,p ) E[R B ] = 0.8 x 15.5% x 9.25% = 14.25% σ[r p ] 2 = ω A,p 2 σ[r A ] 2 + ω B,p 2 σ[r B ] ω A,p ω B,p σ[r A, R B ] = (0.8x0.8) (0.2x0.2) (0.8x0.2) = = σ[r p ] = %. 2

3 ω A,p E[R p ] σ[r p ] % 2.4% % % % % 3

4 II. Using Dividend Yield Information (cont): Suppose the following data is to be used by Ms Q (a risk-averse investor) to form a portfolio that consists of the small firm fund T- bills. E[R Small (t)] = 1.369% σ[r Small (t)] = 8.779% E[DP(start t)] = 4.446% σ[dp(start t)] = 1.513% σ[dp(start t),r Small (t)] = where DP(start t) is the dividend yield on the S&P 500 known at the start of month t. R Small (t) is the return on the small firm fund in month t. A. Suppose it is the end of March 1997, Ms Q does not know DP the return on T-bills for April is 0.3%. 1. Will Ms Q short sell the small firm fund? The expected April return on the small firm fund is: E[R Small (t)] = 1.369%. E[R Small (t)]>r f. So Ms Q does not want to short sell. 2. Will Ms Q buy the small firm fund on margin? E[R Small (t)]>r f. So Ms Q may want to buy on margin depending on how risk averse she is. 3. Will Ms Q buy a positive amount of both assets? E[R Small (t)]>r f. So Ms Q may want to buy positive amounts of both depending on how risk averse she is. B. Suppose it is the end of March 1997, Ms Q knows that DP is 2% the return on T-bills for April is 0.3%. 1. Will Ms Q short sell the small firm fund? Given Ms Q s information, the expected April return on the small firm fund is: µ Small,DP + φ Small,DP DP(start Apr) = x 2 = %. E[R Small (t)]<r f. So Ms Q does want to short sell. 4

5 2. Will Ms Q buy the small firm fund on margin? E[R Small (t)]<r f. So Ms Q does not want to buy on margin. 3. Will Ms Q buy a positive amount of both assets? E[R Small (t)]<r f. So Ms Q does not want to buy positive amounts of both. C. Suppose it is the end of October 1997, Ms Q does not know DP the return on T-bills for November is 0.4%. 1. Will Ms Q short sell the small firm fund? 2. Will Ms Q buy the small firm fund on margin? 3. Will Ms Q buy a positive amount of both assets? The answer to this question is the same as for part A. D. Suppose it is the end of October 1997, Ms Q knows that DP is 5% the return on T-bills for November is 0.4%. 1. What is the expected November return on the small firm fund? µ Small,DP + φ Small,DP DP(start Nov) = x 5 = 1.844%. 2. Will Ms Q short sell the small firm fund? Given Ms Q s information, the expected November return on the small firm fund is: µ Small,DP + φ Small,DP DP(start Nov) = x 5 = 1.844%. E[R Small (t)]>r f. So Ms Q does not want to short sell. 3. Will Ms Q buy the small firm fund on margin? E[R Small (t)]>r f. So Ms Q may want to buy on margin depending on how risk averse she is. 4. Will Ms Q buy a positive amount of both assets? E[R Small (t)]>r f. So Ms Q may want to buy positive amounts of both depending on how risk averse she is. 5

6 III. The Two Risky Asset Case: A. As an illustration, for ω S,p = 0.6: E[R p ] = ω S,p E[R S ] + (1- ω S,p ) E[R B ] = 0.6 x 22% x 13% = 18.4% σ[r p ] 2 = ω S,p 2 σ[r S ] 2 + ω B,p 2 σ[r B ] ω S,p ω B,p σ[r S, R B ] = ω S,p 2 σ[r S ] 2 + ω B,p 2 σ[r B ] ω S,p ω B,p ρ[r S, R B ] σ[r S ] σ[r B ] = (0.6x0.6) (32x32) + (0.4x0.4) (23x23) + 2 (0.6x0.4) (0.15x32x23) = = σ[r p ] = %. ω A,p E[R p ] σ[r p ] % 23% % % % % % % % % % 32% B. Note that! denotes the tangency portfolio T in the following graph. 6

7 C. Use the following formula: ω S,T ' σ[r B ]2 E[r S ] & σ[r S, R B ] E[r B ] {σ[r B ] 2 E[r S ] & σ[r S, R B ] E[r B ]} % {σ[r S ] 2 E[r B ] & σ[r S,R B ] E[r S ]} where r i = R i - R f is the excess return on asset i (in excess of the riskless rate). Now E[r S ] = 22% - 9% = 13%. E[r B ] = 13%- 9% = 4%. σ[r S ] 2 = 32x32=

8 σ[r B ] 2 = 23x23 =529. σ[r S, R B ] = 0.15 x 32 x 23 = So, the weight of S in the tangency portfolio T is given by ω S,T = {529 x x 4}/ [{529 x x 4} + {1024 x x 13}] = / [ ] = , the weight of B in the tangency portfolio T is ω B,T = (1- ω S,T ) = Thus, E[R T ] = ω S,T E[R S ] + (1- ω S,T ) E[R B ] = x 22% x 13% = % σ[r T ] 2 = ω S,T 2 σ[r S ] 2 + ω B,T 2 σ[r B ] ω S,T ω B,T σ[r S, R B ] = (0.7075x0.7075) (0.2925x0.2925) (0.7075x0.2925) = = σ[r T ] = %. D. The reward to variability ratio is just the slope of the CAL. slope-cal(t) = {E[R T ]-R f }/σ[r T ] = { %-9%}/ % = E. 1. a. One Answer: Any portfolio on the CAL of the risky tangency portfolio T consists of T the riskless asset. So for fund p, E[R p ]= 15% = ω T,p E[R T ] + (1- ω T,P ) R f = R f + ω T,p {E[R T ] - R f } = 9% + ω T,p { %-9%} which implies that the weight of the tangency portfolio T in fund p is ω T,p = 6%/ % = Finally, σ[r p ] = ω T,p σ[r T ] = x % = 14.22%. b. Second Answer: The equation for the CAL (T) line is given by E[R p ] = R f + σ[r P ] {E[R T ] - R f }/ σ[r T ]. Thus, 15% = 9% + σ[r P ] { %-9%}/ % which implies σ[r P ] = 6%/ =14.22%. 8

9 2. Know that R p = ω T,p R T + (1- ω T,p ) R f where ω T,p = is the weight of the tangency portfolio T in the fund p R T = ω S,T R S + (1- ω S,T ) R B where ω S,T = is the weight of the stock fund S in the tangency portfolio T. So R p = ω T,p {ω S,T R S + (1- ω S,T ) R B } + (1- ω T,p ) R f = ω T,p ω S,T R S + ω T,p (1- ω S,T ) R B + (1- ω T,p ) R f giving ω S,p = ω T,p ω S,T = x = as the weight of the stock fund S in fund p. ω B,p = ω T,p (1- ω S,T ) = x = as the weight of the bond fund B in fund p. ω f,p = (1- ω T,p ) = as the weight of the riskless asset in fund p. F. If the fund q consists only of the stock fund the bond fund: E[R q ]= 15% = ω S,q E[R S ] + (1- ω S,q ) E[R B ] = E[R B ] + ω S,q {E[R S ] - E[R B ]} = 13% + ω S,q 9% which implies that the weight of the stock fund S in the fund q is given by ω S,q = 2%/9% = the weight of the bond fund B in q is ω B,q = (1- ω S,q ) = So fund q s stard deviation is σ[r q ] 2 = ω S,q 2 σ[r S ] 2 + ω B,q 2 σ[r B ] ω S,q ω B,q σ[r S, R B ] = (0.2222x0.2222) (1024) + (0.7778x0.7778) (529) + 2 (0.2222x0.7778) (110.4) = = σ[r q ] = %. Can see that though fund p from the previous question fund q both have the same expected return, fund p has the lower stard deviation. So any risk averse individual would prefer to hold fund p. 9

Foundations of Finance. Lecture 8: Portfolio Management-2 Risky Assets and a Riskless Asset.

Foundations of Finance. Lecture 8: Portfolio Management-2 Risky Assets and a Riskless Asset. Lecture 8: Portfolio Management-2 Risky Assets and a Riskless Asset. I. Reading. A. BKM, Chapter 8: read Sections 8.1 to 8.3. II. Standard Deviation of Portfolio Return: Two Risky Assets. A. Formula: σ

More information

Lecture 7-8: Portfolio Management-A Risky and a Riskless Asset.

Lecture 7-8: Portfolio Management-A Risky and a Riskless Asset. Lecture 7-8: Portfolio Management-A Risky and a Riskless Asset. I. Reading. II. Expected Portfolio Return: General Formula III. Standard Deviation of Portfolio Return: One Risky Asset and a Riskless Asset.

More information

Calculating EAR and continuous compounding: Find the EAR in each of the cases below.

Calculating EAR and continuous compounding: Find the EAR in each of the cases below. Problem Set 1: Time Value of Money and Equity Markets. I-III can be started after Lecture 1. IV-VI can be started after Lecture 2. VII can be started after Lecture 3. VIII and IX can be started after Lecture

More information

Lecture 10-12: CAPM.

Lecture 10-12: CAPM. Lecture 10-12: CAPM. I. Reading II. Market Portfolio. III. CAPM World: Assumptions. IV. Portfolio Choice in a CAPM World. V. Minimum Variance Mathematics. VI. Individual Assets in a CAPM World. VII. Intuition

More information

Foundations of Finance

Foundations of Finance Lecture 5: CAPM. I. Reading II. Market Portfolio. III. CAPM World: Assumptions. IV. Portfolio Choice in a CAPM World. V. Individual Assets in a CAPM World. VI. Intuition for the SML (E[R p ] depending

More information

Fin 3710 Investment Analysis Professor Rui Yao CHAPTER 5: RISK AND RETURN

Fin 3710 Investment Analysis Professor Rui Yao CHAPTER 5: RISK AND RETURN HW 3 Fin 3710 Investment Analysis Professor Rui Yao CHAPTER 5: RISK AND RETURN 1. V(12/31/2004) = V(1/1/1998) (1 + r g ) 7 = 100,000 (1.05) 7 = $140,710.04 5. a. The holding period returns for the three

More information

Capital Allocation Between The Risky And The Risk- Free Asset

Capital Allocation Between The Risky And The Risk- Free Asset Capital Allocation Between The Risky And The Risk- Free Asset Chapter 7 Investment Decisions capital allocation decision = choice of proportion to be invested in risk-free versus risky assets asset allocation

More information

Advanced Financial Economics Homework 2 Due on April 14th before class

Advanced Financial Economics Homework 2 Due on April 14th before class Advanced Financial Economics Homework 2 Due on April 14th before class March 30, 2015 1. (20 points) An agent has Y 0 = 1 to invest. On the market two financial assets exist. The first one is riskless.

More information

CHAPTER 6: PORTFOLIO SELECTION

CHAPTER 6: PORTFOLIO SELECTION CHAPTER 6: PORTFOLIO SELECTION 6-1 21. The parameters of the opportunity set are: E(r S ) = 20%, E(r B ) = 12%, σ S = 30%, σ B = 15%, ρ =.10 From the standard deviations and the correlation coefficient

More information

An investment s return is your reward for investing. An investment s risk is the uncertainty of what will happen with your investment dollar.

An investment s return is your reward for investing. An investment s risk is the uncertainty of what will happen with your investment dollar. Chapter 7 An investment s return is your reward for investing. An investment s risk is the uncertainty of what will happen with your investment dollar. The relationship between risk and return is a tradeoff.

More information

OPTIMAL RISKY PORTFOLIOS- ASSET ALLOCATIONS. BKM Ch 7

OPTIMAL RISKY PORTFOLIOS- ASSET ALLOCATIONS. BKM Ch 7 OPTIMAL RISKY PORTFOLIOS- ASSET ALLOCATIONS BKM Ch 7 ASSET ALLOCATION Idea from bank account to diversified portfolio Discussion principles are the same for any number of stocks A. bonds and stocks B.

More information

Solutions to questions in Chapter 8 except those in PS4. The minimum-variance portfolio is found by applying the formula:

Solutions to questions in Chapter 8 except those in PS4. The minimum-variance portfolio is found by applying the formula: Solutions to questions in Chapter 8 except those in PS4 1. The parameters of the opportunity set are: E(r S ) = 20%, E(r B ) = 12%, σ S = 30%, σ B = 15%, ρ =.10 From the standard deviations and the correlation

More information

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS PROBLEM SETS 1. (e) 2. (b) A higher borrowing is a consequence of the risk of the borrowers default. In perfect markets with no additional

More information

Sample Midterm Questions Foundations of Financial Markets Prof. Lasse H. Pedersen

Sample Midterm Questions Foundations of Financial Markets Prof. Lasse H. Pedersen Sample Midterm Questions Foundations of Financial Markets Prof. Lasse H. Pedersen 1. Security A has a higher equilibrium price volatility than security B. Assuming all else is equal, the equilibrium bid-ask

More information

Portfolio models - Podgorica

Portfolio models - Podgorica Outline Holding period return Suppose you invest in a stock-index fund over the next period (e.g. 1 year). The current price is 100$ per share. At the end of the period you receive a dividend of 5$; the

More information

Chapter 6 Efficient Diversification. b. Calculation of mean return and variance for the stock fund: (A) (B) (C) (D) (E) (F) (G)

Chapter 6 Efficient Diversification. b. Calculation of mean return and variance for the stock fund: (A) (B) (C) (D) (E) (F) (G) Chapter 6 Efficient Diversification 1. E(r P ) = 12.1% 3. a. The mean return should be equal to the value computed in the spreadsheet. The fund's return is 3% lower in a recession, but 3% higher in a boom.

More information

Econ 422 Eric Zivot Fall 2005 Final Exam

Econ 422 Eric Zivot Fall 2005 Final Exam Econ 422 Eric Zivot Fall 2005 Final Exam This is a closed book exam. However, you are allowed one page of notes (double-sided). Answer all questions. For the numerical problems, if you make a computational

More information

General Notation. Return and Risk: The Capital Asset Pricing Model

General Notation. Return and Risk: The Capital Asset Pricing Model Return and Risk: The Capital Asset Pricing Model (Text reference: Chapter 10) Topics general notation single security statistics covariance and correlation return and risk for a portfolio diversification

More information

ECO 317 Economics of Uncertainty Fall Term 2009 Tuesday October 6 Portfolio Allocation Mean-Variance Approach

ECO 317 Economics of Uncertainty Fall Term 2009 Tuesday October 6 Portfolio Allocation Mean-Variance Approach ECO 317 Economics of Uncertainty Fall Term 2009 Tuesday October 6 ortfolio Allocation Mean-Variance Approach Validity of the Mean-Variance Approach Constant absolute risk aversion (CARA): u(w ) = exp(

More information

Chapter 13 Return, Risk, and Security Market Line

Chapter 13 Return, Risk, and Security Market Line 1 Chapter 13 Return, Risk, and Security Market Line Konan Chan Financial Management, Spring 2018 Topics Covered Expected Return and Variance Portfolio Risk and Return Risk & Diversification Systematic

More information

FIN Second (Practice) Midterm Exam 04/11/06

FIN Second (Practice) Midterm Exam 04/11/06 FIN 3710 Investment Analysis Zicklin School of Business Baruch College Spring 2006 FIN 3710 Second (Practice) Midterm Exam 04/11/06 NAME: (Please print your name here) PLEDGE: (Sign your name here) SESSION:

More information

LECTURE 1. EQUITY Ownership Not a promise to pay Downside/Upside Bottom of Waterfall

LECTURE 1. EQUITY Ownership Not a promise to pay Downside/Upside Bottom of Waterfall LECTURE 1 FIN 3710 REVIEW Risk/Economy DEFINITIONS: Value Creation (Cost < Result) Investment Return Vs Risk - Analysis Managing / Hedging Real Assets Vs Financial Assets (Land/Building Vs Stock/Bonds)

More information

FIN FINANCIAL INSTRUMENTS SPRING 2008

FIN FINANCIAL INSTRUMENTS SPRING 2008 FIN-40008 FINANCIAL INSTRUMENTS SPRING 2008 OPTION RISK Introduction In these notes we consider the risk of an option and relate it to the standard capital asset pricing model. If we are simply interested

More information

Lecture #2. YTM / YTC / YTW IRR concept VOLATILITY Vs RETURN Relationship. Risk Premium over the Standard Deviation of portfolio excess return

Lecture #2. YTM / YTC / YTW IRR concept VOLATILITY Vs RETURN Relationship. Risk Premium over the Standard Deviation of portfolio excess return REVIEW Lecture #2 YTM / YTC / YTW IRR concept VOLATILITY Vs RETURN Relationship Sharpe Ratio: Risk Premium over the Standard Deviation of portfolio excess return (E(r p) r f ) / σ 8% / 20% = 0.4x. A higher

More information

FIN 6160 Investment Theory. Lecture 7-10

FIN 6160 Investment Theory. Lecture 7-10 FIN 6160 Investment Theory Lecture 7-10 Optimal Asset Allocation Minimum Variance Portfolio is the portfolio with lowest possible variance. To find the optimal asset allocation for the efficient frontier

More information

CSCI 1951-G Optimization Methods in Finance Part 07: Portfolio Optimization

CSCI 1951-G Optimization Methods in Finance Part 07: Portfolio Optimization CSCI 1951-G Optimization Methods in Finance Part 07: Portfolio Optimization March 9 16, 2018 1 / 19 The portfolio optimization problem How to best allocate our money to n risky assets S 1,..., S n with

More information

PORTFOLIO THEORY. Master in Finance INVESTMENTS. Szabolcs Sebestyén

PORTFOLIO THEORY. Master in Finance INVESTMENTS. Szabolcs Sebestyén PORTFOLIO THEORY Szabolcs Sebestyén szabolcs.sebestyen@iscte.pt Master in Finance INVESTMENTS Sebestyén (ISCTE-IUL) Portfolio Theory Investments 1 / 60 Outline 1 Modern Portfolio Theory Introduction Mean-Variance

More information

Finance 100: Corporate Finance. Professor Michael R. Roberts Quiz 3 November 8, 2006

Finance 100: Corporate Finance. Professor Michael R. Roberts Quiz 3 November 8, 2006 Finance 100: Corporate Finance Professor Michael R. Roberts Quiz 3 November 8, 006 Name: Solutions Section ( Points...no joke!): Question Maximum Student Score 1 30 5 3 5 4 0 Total 100 Instructions: Please

More information

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS 1. a. The expected cash flow is: (0.5 $70,000) + (0.5 00,000) = $135,000 With a risk premium of 8% over the risk-free rate of 6%, the required

More information

Foundations of Finance

Foundations of Finance Lecture 7: Bond Pricing, Forward Rates and the Yield Curve. I. Reading. II. Discount Bond Yields and Prices. III. Fixed-income Prices and No Arbitrage. IV. The Yield Curve. V. Other Bond Pricing Issues.

More information

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS

CHAPTER 6: RISK AVERSION AND CAPITAL ALLOCATION TO RISKY ASSETS CHAPTER 6: RISK AVERSION AND PROBLE SETS 1. (e). (b) A higher borrowing rate is a consequence of the risk of the borrowers default. In perfect markets with no additional cost of default, this increment

More information

Optimal Portfolio Selection

Optimal Portfolio Selection Optimal Portfolio Selection We have geometrically described characteristics of the optimal portfolio. Now we turn our attention to a methodology for exactly identifying the optimal portfolio given a set

More information

Lecture 10: Performance measures

Lecture 10: Performance measures Lecture 10: Performance measures Prof. Dr. Svetlozar Rachev Institute for Statistics and Mathematical Economics University of Karlsruhe Portfolio and Asset Liability Management Summer Semester 2008 Prof.

More information

COMM 324 INVESTMENTS AND PORTFOLIO MANAGEMENT ASSIGNMENT 1 Due: October 3

COMM 324 INVESTMENTS AND PORTFOLIO MANAGEMENT ASSIGNMENT 1 Due: October 3 COMM 324 INVESTMENTS AND PORTFOLIO MANAGEMENT ASSIGNMENT 1 Due: October 3 1. The following information is provided for GAP, Incorporated, which is traded on NYSE: Fiscal Yr Ending January 31 Close Price

More information

Mean-Variance Portfolio Choice in Excel

Mean-Variance Portfolio Choice in Excel Mean-Variance Portfolio Choice in Excel Prof. Manuela Pedio 20550 Quantitative Methods for Finance August 2018 Let s suppose you can only invest in two assets: a (US) stock index (here represented by the

More information

Foundations of Finance

Foundations of Finance Lecture 9 Lecture 9: Theories of the Yield Curve. I. Reading. II. Expectations Hypothesis III. Liquidity Preference Theory. IV. Preferred Habitat Theory. Lecture 9: Bond Portfolio Management. V. Reading.

More information

Lecture 2: Fundamentals of meanvariance

Lecture 2: Fundamentals of meanvariance Lecture 2: Fundamentals of meanvariance analysis Prof. Massimo Guidolin Portfolio Management Second Term 2018 Outline and objectives Mean-variance and efficient frontiers: logical meaning o Guidolin-Pedio,

More information

Optimizing Portfolios

Optimizing Portfolios Optimizing Portfolios An Undergraduate Introduction to Financial Mathematics J. Robert Buchanan 2010 Introduction Investors may wish to adjust the allocation of financial resources including a mixture

More information

Financial Market Analysis (FMAx) Module 6

Financial Market Analysis (FMAx) Module 6 Financial Market Analysis (FMAx) Module 6 Asset Allocation and iversification This training material is the property of the International Monetary Fund (IMF) and is intended for use in IMF Institute for

More information

Chapter 10. Chapter 10 Topics. What is Risk? The big picture. Introduction to Risk, Return, and the Opportunity Cost of Capital

Chapter 10. Chapter 10 Topics. What is Risk? The big picture. Introduction to Risk, Return, and the Opportunity Cost of Capital 1 Chapter 10 Introduction to Risk, Return, and the Opportunity Cost of Capital Chapter 10 Topics Risk: The Big Picture Rates of Return Risk Premiums Expected Return Stand Alone Risk Portfolio Return and

More information

Risk and Return (Introduction) Professor: Burcu Esmer

Risk and Return (Introduction) Professor: Burcu Esmer Risk and Return (Introduction) Professor: Burcu Esmer 1 Overview Rates of Return: A Review A Century of Capital Market History Measuring Risk Risk & Diversification Thinking About Risk Measuring Market

More information

Valuing Stock Options: The Black-Scholes-Merton Model. Chapter 13

Valuing Stock Options: The Black-Scholes-Merton Model. Chapter 13 Valuing Stock Options: The Black-Scholes-Merton Model Chapter 13 1 The Black-Scholes-Merton Random Walk Assumption l Consider a stock whose price is S l In a short period of time of length t the return

More information

Techniques for Calculating the Efficient Frontier

Techniques for Calculating the Efficient Frontier Techniques for Calculating the Efficient Frontier Weerachart Kilenthong RIPED, UTCC c Kilenthong 2017 Tee (Riped) Introduction 1 / 43 Two Fund Theorem The Two-Fund Theorem states that we can reach any

More information

Define risk, risk aversion, and riskreturn

Define risk, risk aversion, and riskreturn Risk and 1 Learning Objectives Define risk, risk aversion, and riskreturn tradeoff. Measure risk. Identify different types of risk. Explain methods of risk reduction. Describe how firms compensate for

More information

Final Exam Suggested Solutions

Final Exam Suggested Solutions University of Washington Fall 003 Department of Economics Eric Zivot Economics 483 Final Exam Suggested Solutions This is a closed book and closed note exam. However, you are allowed one page of handwritten

More information

Version A. Problem 1. Let X be the continuous random variable defined by the following pdf: 1 x/2 when 0 x 2, f(x) = 0 otherwise.

Version A. Problem 1. Let X be the continuous random variable defined by the following pdf: 1 x/2 when 0 x 2, f(x) = 0 otherwise. Math 224 Q Exam 3A Fall 217 Tues Dec 12 Version A Problem 1. Let X be the continuous random variable defined by the following pdf: { 1 x/2 when x 2, f(x) otherwise. (a) Compute the mean µ E[X]. E[X] x

More information

QR43, Introduction to Investments Class Notes, Fall 2003 IV. Portfolio Choice

QR43, Introduction to Investments Class Notes, Fall 2003 IV. Portfolio Choice QR43, Introduction to Investments Class Notes, Fall 2003 IV. Portfolio Choice A. Mean-Variance Analysis 1. Thevarianceofaportfolio. Consider the choice between two risky assets with returns R 1 and R 2.

More information

Lecture 20: Bond Portfolio Management. I. Reading. A. BKM, Chapter 16, Sections 16.1 and 16.2.

Lecture 20: Bond Portfolio Management. I. Reading. A. BKM, Chapter 16, Sections 16.1 and 16.2. Lecture 20: Bond Portfolio Management. I. Reading. A. BKM, Chapter 16, Sections 16.1 and 16.2. II. Risks associated with Fixed Income Investments. A. Reinvestment Risk. 1. If an individual has a particular

More information

Overview of Concepts and Notation

Overview of Concepts and Notation Overview of Concepts and Notation (BUSFIN 4221: Investments) - Fall 2016 1 Main Concepts This section provides a list of questions you should be able to answer. The main concepts you need to know are embedded

More information

Risk and Return - Capital Market Theory. Chapter 8

Risk and Return - Capital Market Theory. Chapter 8 1 Risk and Return - Capital Market Theory Chapter 8 Learning Objectives 2 1. Calculate the expected rate of return and volatility for a portfolio of investments and describe how diversification affects

More information

MBF2263 Portfolio Management. Lecture 8: Risk and Return in Capital Markets

MBF2263 Portfolio Management. Lecture 8: Risk and Return in Capital Markets MBF2263 Portfolio Management Lecture 8: Risk and Return in Capital Markets 1. A First Look at Risk and Return We begin our look at risk and return by illustrating how the risk premium affects investor

More information

Gatton College of Business and Economics Department of Finance & Quantitative Methods. Chapter 13. Finance 300 David Moore

Gatton College of Business and Economics Department of Finance & Quantitative Methods. Chapter 13. Finance 300 David Moore Gatton College of Business and Economics Department of Finance & Quantitative Methods Chapter 13 Finance 300 David Moore Weighted average reminder Your grade 30% for the midterm 50% for the final. Homework

More information

FIN3043 Investment Management. Assignment 1 solution

FIN3043 Investment Management. Assignment 1 solution FIN3043 Investment Management Assignment 1 solution Questions from Chapter 1 9. Lanni Products is a start-up computer software development firm. It currently owns computer equipment worth $30,000 and has

More information

CHAPTER 5: LEARNING ABOUT RETURN AND RISK FROM THE HISTORICAL RECORD

CHAPTER 5: LEARNING ABOUT RETURN AND RISK FROM THE HISTORICAL RECORD CHAPTER 5: LEARNING ABOUT RETURN AND RISK FROM THE HISTORICAL RECORD PROBLEM SETS 1. The Fisher equation predicts that the nominal rate will equal the equilibrium real rate plus the expected inflation

More information

4. (10 pts) Portfolios A and B lie on the capital allocation line shown below. What is the risk-free rate X?

4. (10 pts) Portfolios A and B lie on the capital allocation line shown below. What is the risk-free rate X? First Midterm Exam Fall 017 Econ 180-367 Closed Book. Formula Sheet Provided. Calculators OK. Time Allowed: 1 Hour 15 minutes All Questions Carry Equal Marks 1. (15 pts). Investors can choose to purchase

More information

RETURN AND RISK: The Capital Asset Pricing Model

RETURN AND RISK: The Capital Asset Pricing Model RETURN AND RISK: The Capital Asset Pricing Model (BASED ON RWJJ CHAPTER 11) Return and Risk: The Capital Asset Pricing Model (CAPM) Know how to calculate expected returns Understand covariance, correlation,

More information

Consumption-Savings Decisions and State Pricing

Consumption-Savings Decisions and State Pricing Consumption-Savings Decisions and State Pricing Consumption-Savings, State Pricing 1/ 40 Introduction We now consider a consumption-savings decision along with the previous portfolio choice decision. These

More information

Principles of Finance Risk and Return. Instructor: Xiaomeng Lu

Principles of Finance Risk and Return. Instructor: Xiaomeng Lu Principles of Finance Risk and Return Instructor: Xiaomeng Lu 1 Course Outline Course Introduction Time Value of Money DCF Valuation Security Analysis: Bond, Stock Capital Budgeting (Fundamentals) Portfolio

More information

In March 2010, GameStop, Cintas, and United Natural Foods, Inc., joined a host of other companies

In March 2010, GameStop, Cintas, and United Natural Foods, Inc., joined a host of other companies CHAPTER Return and Risk: The Capital 11 Asset Pricing Model (CAPM) OPENING CASE In March 2010, GameStop, Cintas, and United Natural Foods, Inc., joined a host of other companies in announcing operating

More information

Return and Risk: The Capital-Asset Pricing Model (CAPM)

Return and Risk: The Capital-Asset Pricing Model (CAPM) Return and Risk: The Capital-Asset Pricing Model (CAPM) Expected Returns (Single assets & Portfolios), Variance, Diversification, Efficient Set, Market Portfolio, and CAPM Expected Returns and Variances

More information

ECON FINANCIAL ECONOMICS

ECON FINANCIAL ECONOMICS ECON 337901 FINANCIAL ECONOMICS Peter Ireland Boston College April 26, 2018 These lecture notes by Peter Ireland are licensed under a Creative Commons Attribution-NonCommerical-ShareAlike 4.0 International

More information

Midterm 1, Financial Economics February 15, 2010

Midterm 1, Financial Economics February 15, 2010 Midterm 1, Financial Economics February 15, 2010 Name: Email: @illinois.edu All questions must be answered on this test form. Question 1: Let S={s1,,s11} be the set of states. Suppose that at t=0 the state

More information

Risk and Return. Return. Risk. M. En C. Eduardo Bustos Farías

Risk and Return. Return. Risk. M. En C. Eduardo Bustos Farías Risk and Return Return M. En C. Eduardo Bustos Farías Risk 1 Inflation, Rates of Return, and the Fisher Effect Interest Rates Conceptually: Interest Rates Nominal risk-free Interest Rate krf = Real risk-free

More information

NEWCASTLE UNIVERSITY SCHOOL OF MATHEMATICS, STATISTICS & PHYSICS SEMESTER 1 SPECIMEN 2 MAS3904. Stochastic Financial Modelling. Time allowed: 2 hours

NEWCASTLE UNIVERSITY SCHOOL OF MATHEMATICS, STATISTICS & PHYSICS SEMESTER 1 SPECIMEN 2 MAS3904. Stochastic Financial Modelling. Time allowed: 2 hours NEWCASTLE UNIVERSITY SCHOOL OF MATHEMATICS, STATISTICS & PHYSICS SEMESTER 1 SPECIMEN 2 Stochastic Financial Modelling Time allowed: 2 hours Candidates should attempt all questions. Marks for each question

More information

Mean-Variance Analysis

Mean-Variance Analysis Mean-Variance Analysis Mean-variance analysis 1/ 51 Introduction How does one optimally choose among multiple risky assets? Due to diversi cation, which depends on assets return covariances, the attractiveness

More information

Lecture 8 Foundations of Finance

Lecture 8 Foundations of Finance Lecture 8: Bond Portfolio Management. I. Reading. II. Risks associated with Fixed Income Investments. A. Reinvestment Risk. B. Liquidation Risk. III. Duration. A. Definition. B. Duration can be interpreted

More information

CHAPTER 11 RETURN AND RISK: THE CAPITAL ASSET PRICING MODEL (CAPM)

CHAPTER 11 RETURN AND RISK: THE CAPITAL ASSET PRICING MODEL (CAPM) CHAPTER 11 RETURN AND RISK: THE CAPITAL ASSET PRICING MODEL (CAPM) Answers to Concept Questions 1. Some of the risk in holding any asset is unique to the asset in question. By investing in a variety of

More information

UNIVERSITY OF TORONTO Joseph L. Rotman School of Management. RSM332 FINAL EXAMINATION Geoffrey/Wang SOLUTIONS. (1 + r m ) r m

UNIVERSITY OF TORONTO Joseph L. Rotman School of Management. RSM332 FINAL EXAMINATION Geoffrey/Wang SOLUTIONS. (1 + r m ) r m UNIVERSITY OF TORONTO Joseph L. Rotman School of Management Dec. 9, 206 Burke/Corhay/Kan RSM332 FINAL EXAMINATION Geoffrey/Wang SOLUTIONS. (a) We first figure out the effective monthly interest rate, r

More information

Characterization of the Optimum

Characterization of the Optimum ECO 317 Economics of Uncertainty Fall Term 2009 Notes for lectures 5. Portfolio Allocation with One Riskless, One Risky Asset Characterization of the Optimum Consider a risk-averse, expected-utility-maximizing

More information

PowerPoint. to accompany. Chapter 11. Systematic Risk and the Equity Risk Premium

PowerPoint. to accompany. Chapter 11. Systematic Risk and the Equity Risk Premium PowerPoint to accompany Chapter 11 Systematic Risk and the Equity Risk Premium 11.1 The Expected Return of a Portfolio While for large portfolios investors should expect to experience higher returns for

More information

Key investment insights

Key investment insights Basic Portfolio Theory B. Espen Eckbo 2011 Key investment insights Diversification: Always think in terms of stock portfolios rather than individual stocks But which portfolio? One that is highly diversified

More information

Label the section where the total demand is the same as one demand and where total demand is different from both individual demand curves.

Label the section where the total demand is the same as one demand and where total demand is different from both individual demand curves. UVic Econ 103C with Peter Bell Technical Practice Exam #1 Markets Assigned: Monday May 12. Due: 5PM Friday May 23. Please submit a computer and/or handwritten response to each question. Please submit your

More information

Homework #4 Suggested Solutions

Homework #4 Suggested Solutions JEM034 Corporate Finance Winter Semester 2017/2018 Instructor: Olga Bychkova Homework #4 Suggested Solutions Problem 1. (7.2) The following table shows the nominal returns on the U.S. stocks and the rate

More information

FINC 430 TA Session 7 Risk and Return Solutions. Marco Sammon

FINC 430 TA Session 7 Risk and Return Solutions. Marco Sammon FINC 430 TA Session 7 Risk and Return Solutions Marco Sammon Formulas for return and risk The expected return of a portfolio of two risky assets, i and j, is Expected return of asset - the percentage of

More information

Market Demand Demand Elasticity Elasticity & Revenue. Market Demand cont. Chapter 15

Market Demand Demand Elasticity Elasticity & Revenue. Market Demand cont. Chapter 15 Market Demand cont. Chapter 15 Outline Deriving market demand from individual demands How responsive is q d to a change in price? (elasticity) What is the relationship between revenue and demand elasticity?

More information

Freeman School of Business Fall 2003

Freeman School of Business Fall 2003 FINC 748: Investments Ramana Sonti Freeman School of Business Fall 2003 Lecture Note 3B: Optimal risky portfolios To be read with BKM Chapter 8 Statistical Review Portfolio mathematics Mean standard deviation

More information

Chapter 11. Return and Risk: The Capital Asset Pricing Model (CAPM) Copyright 2013 by The McGraw-Hill Companies, Inc. All rights reserved.

Chapter 11. Return and Risk: The Capital Asset Pricing Model (CAPM) Copyright 2013 by The McGraw-Hill Companies, Inc. All rights reserved. Chapter 11 Return and Risk: The Capital Asset Pricing Model (CAPM) McGraw-Hill/Irwin Copyright 2013 by The McGraw-Hill Companies, Inc. All rights reserved. 11-0 Know how to calculate expected returns Know

More information

Sample Final Exam Fall Some Useful Formulas

Sample Final Exam Fall Some Useful Formulas 15.401 Sample Final Exam Fall 2008 Please make sure that your copy of the examination contains 25 pages (including this one). Write your name and MIT ID number on every page. You are allowed two 8 1 11

More information

CHAPTER 6: CAPITAL ALLOCATION TO RISKY ASSETS

CHAPTER 6: CAPITAL ALLOCATION TO RISKY ASSETS CHATER 6: CAITAL ALLOCATION TO RISKY ASSETS Solutions to Suggested roblems 4. a. The expected cash flow is: (0.5 $70,000) + (0.5 00,000) = $135,000. With a risk premium of 8% over the risk-free rate of

More information

MATH 264 Problem Homework I

MATH 264 Problem Homework I MATH Problem Homework I Due to December 9, 00@:0 PROBLEMS & SOLUTIONS. A student answers a multiple-choice examination question that offers four possible answers. Suppose that the probability that the

More information

Note on Using Excel to Compute Optimal Risky Portfolios. Candie Chang, Hong Kong University of Science and Technology

Note on Using Excel to Compute Optimal Risky Portfolios. Candie Chang, Hong Kong University of Science and Technology Candie Chang, Hong Kong University of Science and Technology Andrew Kaplin, Kellogg Graduate School of Management, NU Introduction This document shows how to, (1) Compute the expected return and standard

More information

1 Asset Pricing: Bonds vs Stocks

1 Asset Pricing: Bonds vs Stocks Asset Pricing: Bonds vs Stocks The historical data on financial asset returns show that one dollar invested in the Dow- Jones yields 6 times more than one dollar invested in U.S. Treasury bonds. The return

More information

The Baumol-Tobin and the Tobin Mean-Variance Models of the Demand

The Baumol-Tobin and the Tobin Mean-Variance Models of the Demand Appendix 1 to chapter 19 A p p e n d i x t o c h a p t e r An Overview of the Financial System 1 The Baumol-Tobin and the Tobin Mean-Variance Models of the Demand for Money The Baumol-Tobin Model of Transactions

More information

Efficient Frontier and Asset Allocation

Efficient Frontier and Asset Allocation Topic 4 Efficient Frontier and Asset Allocation LEARNING OUTCOMES By the end of this topic, you should be able to: 1. Explain the concept of efficient frontier and Markowitz portfolio theory; 2. Discuss

More information

INTRODUCTION TO RISK AND RETURN IN CAPITAL BUDGETING Chapters 7-9

INTRODUCTION TO RISK AND RETURN IN CAPITAL BUDGETING Chapters 7-9 INTRODUCTION TO RISK AND RETURN IN CAPITAL BUDGETING Chapters 7-9 WE ALL KNOW: THE GREATER THE RISK THE GREATER THE REQUIRED (OR EXPECTED) RETURN... Expected Return Risk-free rate Risk... BUT HOW DO WE

More information

Risk Reduction Potential

Risk Reduction Potential Risk Reduction Potential Research Paper 006 February, 015 015 Northstar Risk Corp. All rights reserved. info@northstarrisk.com Risk Reduction Potential In this paper we introduce the concept of risk reduction

More information

Financial Economics: Capital Asset Pricing Model

Financial Economics: Capital Asset Pricing Model Financial Economics: Capital Asset Pricing Model Shuoxun Hellen Zhang WISE & SOE XIAMEN UNIVERSITY April, 2015 1 / 66 Outline Outline MPT and the CAPM Deriving the CAPM Application of CAPM Strengths and

More information

Financial Economics 4: Portfolio Theory

Financial Economics 4: Portfolio Theory Financial Economics 4: Portfolio Theory Stefano Lovo HEC, Paris What is a portfolio? Definition A portfolio is an amount of money invested in a number of financial assets. Example Portfolio A is worth

More information

Portfolios that Contain Risky Assets 10: Limited Portfolios with Risk-Free Assets

Portfolios that Contain Risky Assets 10: Limited Portfolios with Risk-Free Assets Portfolios that Contain Risky Assets 10: Limited Portfolios with Risk-Free Assets C. David Levermore University of Maryland, College Park, MD Math 420: Mathematical Modeling March 21, 2018 version c 2018

More information

MBA 203 Executive Summary

MBA 203 Executive Summary MBA 203 Executive Summary Professor Fedyk and Sraer Class 1. Present and Future Value Class 2. Putting Present Value to Work Class 3. Decision Rules Class 4. Capital Budgeting Class 6. Stock Valuation

More information

Outline One-step model Risk-neutral valuation Two-step model Delta u&d Girsanov s Theorem. Binomial Trees. Haipeng Xing

Outline One-step model Risk-neutral valuation Two-step model Delta u&d Girsanov s Theorem. Binomial Trees. Haipeng Xing Haipeng Xing Department of Applied Mathematics and Statistics Outline 1 An one-step Bionomial model and a no-arbitrage argument 2 Risk-neutral valuation 3 Two-step Binomial trees 4 Delta 5 Matching volatility

More information

Portfolio Risk Management and Linear Factor Models

Portfolio Risk Management and Linear Factor Models Chapter 9 Portfolio Risk Management and Linear Factor Models 9.1 Portfolio Risk Measures There are many quantities introduced over the years to measure the level of risk that a portfolio carries, and each

More information

23.1. Assumptions of Capital Market Theory

23.1. Assumptions of Capital Market Theory NPTEL Course Course Title: Security Analysis and Portfolio anagement Course Coordinator: Dr. Jitendra ahakud odule-12 Session-23 Capital arket Theory-I Capital market theory extends portfolio theory and

More information

Risk and Return - Capital Market Theory. Chapter 8

Risk and Return - Capital Market Theory. Chapter 8 Risk and Return - Capital Market Theory Chapter 8 Principles Applied in This Chapter Principle 2: There is a Risk-Return Tradeoff. Principle 4: Market Prices Reflect Information. Portfolio Returns and

More information

Archana Khetan 05/09/ MAFA (CA Final) - Portfolio Management

Archana Khetan 05/09/ MAFA (CA Final) - Portfolio Management Archana Khetan 05/09/2010 +91-9930812722 Archana090@hotmail.com MAFA (CA Final) - Portfolio Management 1 Portfolio Management Portfolio is a collection of assets. By investing in a portfolio or combination

More information

Solutions to Problem Set 1

Solutions to Problem Set 1 Solutions to Problem Set Theory of Banking - Academic Year 06-7 Maria Bachelet maria.jua.bachelet@gmail.com February 4, 07 Exercise. An individual consumer has an income stream (Y 0, Y ) and can borrow

More information

EFFICIENT DIVERSIFICATION

EFFICIENT DIVERSIFICATION 6 EFFICIENT DIVERSIFICATION AFTER STUDYING THIS CHAPTER YOU SHOULD BE ABLE TO: Show how covariance and correlation affect the power of diversification to reduce portfolio risk. Construct efficient portfolios.

More information

Two Hours. Mathematical formula books and statistical tables are to be provided THE UNIVERSITY OF MANCHESTER. 22 January :00 16:00

Two Hours. Mathematical formula books and statistical tables are to be provided THE UNIVERSITY OF MANCHESTER. 22 January :00 16:00 Two Hours MATH38191 Mathematical formula books and statistical tables are to be provided THE UNIVERSITY OF MANCHESTER STATISTICAL MODELLING IN FINANCE 22 January 2015 14:00 16:00 Answer ALL TWO questions

More information

Money & Capital Markets Fall 2011 Homework #1 Due: Friday, Sept. 9 th. Answer Key

Money & Capital Markets Fall 2011 Homework #1 Due: Friday, Sept. 9 th. Answer Key Money & Capital Markets Fall 011 Homework #1 Due: Friday, Sept. 9 th Answer Key 1. (6 points) A pension fund manager is considering two mutual funds. The first is a stock fund. The second is a long-term

More information

9 D/S of/for Labor. 9.1 Demand for Labor. Microeconomics I - Lecture #9, April 14, 2009

9 D/S of/for Labor. 9.1 Demand for Labor. Microeconomics I - Lecture #9, April 14, 2009 Microeconomics I - Lecture #9, April 14, 2009 9 D/S of/for Labor 9.1 Demand for Labor Demand for labor depends on the price of labor, price of output and production function. In optimum a firm employs

More information