Lecture 5. Return and Risk: The Capital Asset Pricing Model

Size: px
Start display at page:

Download "Lecture 5. Return and Risk: The Capital Asset Pricing Model"

Transcription

1 Lecture 5 Return and Risk: The Capital Asset Pricing Model

2 Outline 1 Individual Securities 2 Expected Return, Variance, and Covariance 3 The Return and Risk for Portfolios 4 The Efficient Set for Two Assets 5 The Efficient Set for Many Assets 6 Diversification 7 Riskless Borrowing and Lending 8 Market Equilibrium 9 Relationship between Risk and Expected Return (CAPM) 11-1

3 References Ross, S., Westerfield, R. and Jaffe, J. (2013), Corporate Finance (10 th Edition), McGraw Hill/Irvin. (Chapter 11) Moyer, R.C., McGuigan, J.R., and Rao, R.P. (2015), Contemporary Financial Management (13 th Edition), Cengage Learning. (Chapter 8) 11-2

4 11.1 Individual Securities The characteristics of individual securities that are of interest are the: Expected Return Variance and Standard Deviation Covariance and Correlation (to another security or index) 11-3

5 11.2 Expected Return, Variance, and Covariance Consider the following two risky asset world. There is a 1/3 chance of each state of the economy, and the only assets are a stock fund and a bond fund. Rate of Return Scenario Probability Stock Fund Bond Fund Recession 33.3% -7% 17% Normal 33.3% 12% 7% Boom 33.3% 28% -3% 11-4

6 Expected Return Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% 11-5

7 Expected Return Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% E( r E( r S S ) ) 1 ( 7%) 3 11% 1 3 (12%) 1 3 (28%) 11-6

8 Variance Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% ( 7% 11%)

9 Variance Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% ( )

10 Standard Deviation Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% 14.3%

11 Covariance Stock Bond Scenario Deviation Deviation Product Weighted Recession -18% 10% Normal 1% 0% Boom 17% -10% Sum Covariance Deviation compares return in each state to the expected return. Weighted takes the product of the deviations multiplied by the probability of that state

12 Correlation Cov( a, b) a b.0117 (.143)(.082)

13 11.3 The Return and Risk for Portfolios Stock Fund Bond Fund Rate of Squared Rate of Squared Scenario Return Deviation Return Deviation Recession -7% % Normal 12% % Boom 28% % Expected return 11.00% 7.00% Variance Standard Deviation 14.3% 8.2% Note that stocks have a higher expected return than bonds and higher risk. Let us turn now to the risk-return tradeoff of a portfolio that is 50% invested in bonds and 50% invested in stocks

14 Portfolios Rate of Return Scenario Stock fund Bond fund Portfolio squared deviation Recession -7% 17% 5.0% Normal 12% 7% 9.5% Boom 28% -3% 12.5% Expected return 11.00% 7.00% 9.0% Variance Standard Deviation 14.31% 8.16% 3.08% The rate of return on the portfolio is a weighted average of the returns on the stocks and bonds in the portfolio: r P w B r B w 5% 50% ( 7%) 50% (17%) S r S 11-13

15 Portfolios Rate of Return Scenario Stock fund Bond fund Portfolio squared deviation Recession -7% 17% 5.0% Normal 12% 7% 9.5% Boom 28% -3% 12.5% Expected return 11.00% 7.00% 9.0% Variance Standard Deviation 14.31% 8.16% 3.08% The expected rate of return on the portfolio is a weighted average of the expected returns on the securities in the portfolio. E r ) w E( r ) w E( r ) ( P B B S S 9% 50% (11%) 50% (7%) 11-14

16 Portfolios Rate of Return Scenario Stock fund Bond fund Portfolio squared deviation Recession -7% 17% 5.0% Normal 12% 7% 9.5% Boom 28% -3% 12.5% Expected return 11.00% 7.00% 9.0% Variance Standard Deviation 14.31% 8.16% 3.08% The variance of the rate of return on the two risky assets portfolio is σ P (wbσ B ) (ws σ S ) 2(wBσ B )(ws σ S )ρbs where BS is the correlation coefficient between the returns on the stock and bond funds

17 Portfolios Rate of Return Scenario Stock fund Bond fund Portfolio squared deviation Recession -7% 17% 5.0% Normal 12% 7% 9.5% Boom 28% -3% 12.5% Expected return 11.00% 7.00% 9.0% Variance Standard Deviation 14.31% 8.16% 3.08% Observe the decrease in risk that diversification offers. An equally weighted portfolio (50% in stocks and 50% in bonds) has less risk than either stocks or bonds held in isolation

18 11.4 The Efficient Set for Two Assets % in stocks Risk Return 0% 8.2% 7.0% 5% 7.0% 7.2% 10% 5.9% 7.4% 15% 4.8% 7.6% 20% 3.7% 7.8% 25% 2.6% 8.0% 30% 1.4% 8.2% 35% 0.4% 8.4% 40% 0.9% 8.6% 45% 2.0% 8.8% 50.00% 3.08% 9.00% 55% 4.2% 9.2% 60% 5.3% 9.4% 65% 6.4% 9.6% 70% 7.6% 9.8% 75% 8.7% 10.0% 80% 9.8% 10.2% 85% 10.9% 10.4% 90% 12.1% 10.6% 95% 13.2% 10.8% 100% 14.3% 11.0% Portfolio Return 12.0% 11.0% 10.0% 9.0% 8.0% 7.0% 6.0% 5.0% Portfolo Risk and Return Combinations 100% bonds 0.0% 5.0% 10.0% 15.0% 20.0% Portfolio Risk (standard deviation) We can consider other portfolio weights besides 50% in stocks and 50% in bonds. 100% stocks 11-17

19 The Efficient Set for Two Assets % in stocks Risk Return 0% 8.2% 7.0% 5% 7.0% 7.2% 10% 5.9% 7.4% 15% 4.8% 7.6% 20% 3.7% 7.8% 25% 2.6% 8.0% 30% 1.4% 8.2% 35% 0.4% 8.4% 40% 0.9% 8.6% 45% 2.0% 8.8% 50% 3.1% 9.0% 55% 4.2% 9.2% 60% 5.3% 9.4% 65% 6.4% 9.6% 70% 7.6% 9.8% 75% 8.7% 10.0% 80% 9.8% 10.2% 85% 10.9% 10.4% 90% 12.1% 10.6% 95% 13.2% 10.8% 100% 14.3% 11.0% Portfolio Return 12.0% 11.0% 10.0% 9.0% 8.0% 7.0% 6.0% 5.0% Portfolio Risk and Return Combinations 100% bonds 0.0% 2.0% 4.0% 6.0% 8.0% 10.0% 12.0% 14.0% 16.0% Portfolio Risk (standard deviation) 100% stocks Note that some portfolios are better than others. They have higher returns for the same level of risk or less

20 return Portfolios with Various Correlations = % stocks 100% bonds = 0.2 = 1.0 Relationship depends on correlation coefficient -1.0 < < +1.0 If = +1.0, no risk reduction is possible If = 1.0, complete risk reduction is possible 11-19

21 return 11.5 The Efficient Set for Many Securities Individual Assets Consider a world with many risky assets; we can still identify the opportunity set of riskreturn combinations of various portfolios. P 11-20

22 return The Efficient Set for Many Securities minimum variance portfolio Individual Assets The section of the opportunity set above the minimum variance portfolio is the efficient frontier. P 11-21

23 Diversification and Portfolio Risk Diversification can substantially reduce the variability of returns without an equivalent reduction in expected returns. This reduction in risk arises because worse than expected returns from one asset are offset by better than expected returns from another. However, there is a minimum level of risk that cannot be diversified away, and that is the systematic portion

24 Portfolio Risk and Number of Stocks In a large portfolio the variance terms are effectively diversified away, but the covariance terms are not. Diversifiable Risk; Nonsystematic Risk; Firm Specific Risk; Unique Risk Portfolio risk Nondiversifiable risk; Systematic Risk; Market Risk n 11-23

25 Risk: Systematic and Unsystematic A systematic risk is any risk that affects a large number of assets, each to a greater or lesser degree. An unsystematic risk is a risk that specifically affects a single asset or small group of assets. Unsystematic risk can be diversified away. Examples of systematic risk include uncertainty about general economic conditions, such as GNP, interest rates or inflation. On the other hand, announcements specific to a single company are examples of unsystematic risk

26 Total Risk Total risk = systematic risk + unsystematic risk The standard deviation of returns is a measure of total risk. For well-diversified portfolios, unsystematic risk is very small. Consequently, the total risk for a diversified portfolio is essentially equivalent to the systematic risk

27 return Optimal Portfolio with a Risk-Free Asset 100% stocks r f 100% bonds In addition to stocks and bonds, consider a world that also has risk-free securities like T-bills

28 return 11.7 Riskless Borrowing and Lending Balanced fund 100% stocks r f 100% bonds Now investors can allocate their money across the T-bills and a balanced mutual fund

29 return Riskless Borrowing and Lending r f P With a risk-free asset available and the efficient frontier identified, we choose the capital allocation line with the steepest slope

30 return 11.8 Market Equilibrium M r f With the capital allocation line identified, all investors choose a point along the line some combination of the risk-free asset and the market portfolio M. In a world with homogeneous expectations, M is the same for all investors. P 11-29

31 return Market Equilibrium Balanced fund 100% stocks r f 100% bonds Where the investor chooses along the Capital Market Line depends on her risk tolerance. The big point is that all investors have the same CML

32 Risk When Holding the Market Portfolio Researchers have shown that the best measure of the risk of a security in a large portfolio is the beta (b)of the security. Beta measures the responsiveness of a security to movements in the market portfolio (i.e., systematic risk). b i Cov( R 2 i, ( R R M M ) ) 11-31

33 Security Returns Estimating b with Regression Slope = b i Return on market % R i = a i + b i R m + e i 11-32

34 11-33 The Formula for Beta ) ( ) ( ) ( ) ( 2, M i M M i i R R R R R Cov b Clearly, your estimate of beta will depend upon your choice of a proxy for the market portfolio.

35 11.9 Relationship between Risk and Expected Return (CAPM) Expected Return on the Market: RM R F Market Risk Premium Expected return on an individual security: R i R F β i ( R M R F ) Market Risk Premium This applies to individual securities held within welldiversified portfolios

36 Expected Return on a Security This formula is called the Capital Asset Pricing Model (CAPM): R i R F β i ( R M R F ) Expected return on a security = Riskfree rate + Beta of the security Market risk premium Assume b i = 0, then the expected return is R F. Assume b i = 1, then Ri RM 11-35

37 Expected return Relationship Between Risk & Return R i R F β i ( R M R F ) R M R F 1.0 b 11-36

38 Expected return Relationship Between Risk & Return 13.5% 3% 1.5 b β 1.5 i Ri R F 3% RM 10% 3% 1.5 (10% 3%) 13.5% 11-37

39 Questions?

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

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

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

Risk and Return: From Securities to Portfolios

Risk and Return: From Securities to Portfolios FIN 614 Risk and Return 2: Portfolios Professor Robert B.H. Hauswald Kogod School of Business, AU Risk and Return: From Securities to Portfolios From securities individual risk and return characteristics

More information

Lecture 4. Risk and Return: Lessons from Market History

Lecture 4. Risk and Return: Lessons from Market History Lecture 4 Risk and Return: Lessons from Market History Outline 1 Returns 2 Holding-Period Returns 3 Return Statistics 4 Average Stock Returns and Risk-Free Returns 5 Risk Statistics 6 More on Average Returns

More information

Ch. 8 Risk and Rates of Return. Return, Risk and Capital Market. Investment returns

Ch. 8 Risk and Rates of Return. Return, Risk and Capital Market. Investment returns Ch. 8 Risk and Rates of Return Topics Measuring Return Measuring Risk Risk & Diversification CAPM Return, Risk and Capital Market Managers must estimate current and future opportunity rates of return for

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

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

CHAPTER 8 Risk and Rates of Return

CHAPTER 8 Risk and Rates of Return CHAPTER 8 Risk and Rates of Return Stand-alone risk Portfolio risk Risk & return: CAPM The basic goal of the firm is to: maximize shareholder wealth! 1 Investment returns The rate of return on an investment

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

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

Return, Risk, and the Security Market Line

Return, Risk, and the Security Market Line Chapter 13 Key Concepts and Skills Return, Risk, and the Security Market Line Know how to calculate expected returns Understand the impact of diversification Understand the systematic risk principle Understand

More information

When we model expected returns, we implicitly model expected prices

When we model expected returns, we implicitly model expected prices Week 1: Risk and Return Securities: why do we buy them? To take advantage of future cash flows (in the form of dividends or selling a security for a higher price). How much should we pay for this, considering

More information

Portfolio Management

Portfolio Management Portfolio Management Risk & Return Return Income received on an investment (Dividend) plus any change in market price( Capital gain), usually expressed as a percent of the beginning market price of the

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

CHAPTER 9: THE CAPITAL ASSET PRICING MODEL

CHAPTER 9: THE CAPITAL ASSET PRICING MODEL CHAPTER 9: THE CAPITAL ASSET PRICING MODEL 1. E(r P ) = r f + β P [E(r M ) r f ] 18 = 6 + β P(14 6) β P = 12/8 = 1.5 2. If the security s correlation coefficient with the market portfolio doubles (with

More information

Lecture 2. Bond Valuation

Lecture 2. Bond Valuation Lecture 2 Bond Valuation Contact: Natt Koowattanatianchai Email: fbusnwk@ku.ac.th Homepage: http://fin.bus.ku.ac.th/nattawoot.htm Phone: 02-9428777 Ext. 1218 Mobile: 087-5393525 Office: 9 th Floor, KBS

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

All else equal, people dislike risk.

All else equal, people dislike risk. All else equal, people like returns. All else equal, people dislike risk. On October 7, 07, Home Depot stock closed at $64.. It paid dividends of $0.89 per share on November 9, 07, and $.03 per share on

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

Chapter 8. Portfolio Selection. Learning Objectives. INVESTMENTS: Analysis and Management Second Canadian Edition

Chapter 8. Portfolio Selection. Learning Objectives. INVESTMENTS: Analysis and Management Second Canadian Edition INVESTMENTS: Analysis and Management Second Canadian Edition W. Sean Cleary Charles P. Jones Chapter 8 Portfolio Selection Learning Objectives State three steps involved in building a portfolio. Apply

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

Risk and Return. CA Final Paper 2 Strategic Financial Management Chapter 7. Dr. Amit Bagga Phd.,FCA,AICWA,Mcom.

Risk and Return. CA Final Paper 2 Strategic Financial Management Chapter 7. Dr. Amit Bagga Phd.,FCA,AICWA,Mcom. Risk and Return CA Final Paper 2 Strategic Financial Management Chapter 7 Dr. Amit Bagga Phd.,FCA,AICWA,Mcom. Learning Objectives Discuss the objectives of portfolio Management -Risk and Return Phases

More information

CHAPTER 2 RISK AND RETURN: PART I

CHAPTER 2 RISK AND RETURN: PART I 1. The tighter the probability distribution of its expected future returns, the greater the risk of a given investment as measured by its standard deviation. False Difficulty: Easy LEARNING OBJECTIVES:

More information

Risk and Return. Nicole Höhling, Introduction. Definitions. Types of risk and beta

Risk and Return. Nicole Höhling, Introduction. Definitions. Types of risk and beta Risk and Return Nicole Höhling, 2009-09-07 Introduction Every decision regarding investments is based on the relationship between risk and return. Generally the return on an investment should be as high

More information

Derivation Of The Capital Asset Pricing Model Part I - A Single Source Of Uncertainty

Derivation Of The Capital Asset Pricing Model Part I - A Single Source Of Uncertainty Derivation Of The Capital Asset Pricing Model Part I - A Single Source Of Uncertainty Gary Schurman MB, CFA August, 2012 The Capital Asset Pricing Model CAPM is used to estimate the required rate of return

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

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

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

Risk, return, and diversification

Risk, return, and diversification Risk, return, and diversification A reading prepared by Pamela Peterson Drake O U T L I N E 1. Introduction 2. Diversification and risk 3. Modern portfolio theory 4. Asset pricing models 5. Summary 1.

More information

E(r) The Capital Market Line (CML)

E(r) The Capital Market Line (CML) The Capital Asset Pricing Model (CAPM) B. Espen Eckbo 2011 We have so far studied the relevant portfolio opportunity set (mean- variance efficient portfolios) We now study more specifically portfolio demand,

More information

Adjusting discount rate for Uncertainty

Adjusting discount rate for Uncertainty Page 1 Adjusting discount rate for Uncertainty The Issue A simple approach: WACC Weighted average Cost of Capital A better approach: CAPM Capital Asset Pricing Model Massachusetts Institute of Technology

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

University 18 Lessons Financial Management. Unit 12: Return, Risk and Shareholder Value

University 18 Lessons Financial Management. Unit 12: Return, Risk and Shareholder Value University 18 Lessons Financial Management Unit 12: Return, Risk and Shareholder Value Risk and Return Risk and Return Security analysis is built around the idea that investors are concerned with two principal

More information

CHAPTER 9: THE CAPITAL ASSET PRICING MODEL

CHAPTER 9: THE CAPITAL ASSET PRICING MODEL CHAPTER 9: THE CAPITAL ASSET PRICING MODEL 1. E(r P ) = r f + β P [E(r M ) r f ] 18 = 6 + β P(14 6) β P = 12/8 = 1.5 2. If the security s correlation coefficient with the market portfolio doubles (with

More information

Chapter 13 Return, Risk, and the Security Market Line

Chapter 13 Return, Risk, and the Security Market Line T13.1 Chapter Outline Chapter Organization Chapter 13 Return, Risk, and the Security Market Line! 13.1 Expected Returns and Variances! 13.2 Portfolios! 13.3 Announcements, Surprises, and Expected Returns!

More information

CHAPTER 2 RISK AND RETURN: Part I

CHAPTER 2 RISK AND RETURN: Part I CHAPTER 2 RISK AND RETURN: Part I (Difficulty Levels: Easy, Easy/Medium, Medium, Medium/Hard, and Hard) Please see the preface for information on the AACSB letter indicators (F, M, etc.) on the subject

More information

Microéconomie de la finance

Microéconomie de la finance Microéconomie de la finance 7 e édition Christophe Boucher christophe.boucher@univ-lorraine.fr 1 Chapitre 6 7 e édition Les modèles d évaluation d actifs 2 Introduction The Single-Index Model - Simplifying

More information

Notes of the Course Entrepreneurship, Finance and Innovation Diego Zunino, April 2011

Notes of the Course Entrepreneurship, Finance and Innovation Diego Zunino, April 2011 Notes of the Course Entrepreneurship, Finance and Innovation Diego Zunino, April 2011 Valuation Process - Discounted Cash Flow Methodologies Valuation exists for two purposes: Fixing Share Price Estimating

More information

Analysis INTRODUCTION OBJECTIVES

Analysis INTRODUCTION OBJECTIVES Chapter5 Risk Analysis OBJECTIVES At the end of this chapter, you should be able to: 1. determine the meaning of risk and return; 2. explain the term and usage of statistics in determining risk and return;

More information

Risk and Return and Portfolio Theory

Risk and Return and Portfolio Theory Risk and Return and Portfolio Theory Intro: Last week we learned how to calculate cash flows, now we want to learn how to discount these cash flows. This will take the next several weeks. We know discount

More information

CHAPTER II LITERATURE REVIEW

CHAPTER II LITERATURE REVIEW CHAPTER II LITERATURE REVIEW II.1. Risk II.1.1. Risk Definition According Brigham and Houston (2004, p170), Risk is refers to the chance that some unfavorable event will occur (a hazard, a peril, exposure

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

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

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

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

Econ 424/CFRM 462 Portfolio Risk Budgeting

Econ 424/CFRM 462 Portfolio Risk Budgeting Econ 424/CFRM 462 Portfolio Risk Budgeting Eric Zivot August 14, 2014 Portfolio Risk Budgeting Idea: Additively decompose a measure of portfolio risk into contributions from the individual assets in the

More information

Financial Markets. Laurent Calvet. John Lewis Topic 13: Capital Asset Pricing Model (CAPM)

Financial Markets. Laurent Calvet. John Lewis Topic 13: Capital Asset Pricing Model (CAPM) Financial Markets Laurent Calvet calvet@hec.fr John Lewis john.lewis04@imperial.ac.uk Topic 13: Capital Asset Pricing Model (CAPM) HEC MBA Financial Markets Risk-Adjusted Discount Rate Method We need a

More information

LECTURE NOTES 3 ARIEL M. VIALE

LECTURE NOTES 3 ARIEL M. VIALE LECTURE NOTES 3 ARIEL M VIALE I Markowitz-Tobin Mean-Variance Portfolio Analysis Assumption Mean-Variance preferences Markowitz 95 Quadratic utility function E [ w b w ] { = E [ w] b V ar w + E [ w] }

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

Models of Asset Pricing

Models of Asset Pricing appendix1 to chapter 5 Models of Asset Pricing In Chapter 4, we saw that the return on an asset (such as a bond) measures how much we gain from holding that asset. When we make a decision to buy an asset,

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

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

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

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

MWF 3:15-4:30 Gates B01 Final Exam MS&E 247S Fri Aug 15 2008 12:15PM-3:15PM Gates B03 (Alternate Time) Or Saturday Aug 16 2008 7PM-10PM Terman Auditorium (Official Time) Remote SCPD participants will also

More information

CHAPTER III RISK MANAGEMENT

CHAPTER III RISK MANAGEMENT CHAPTER III RISK MANAGEMENT Concept of Risk Risk is the quantified amount which arises due to the likelihood of the occurrence of a future outcome which one does not expect to happen. If one is participating

More information

Appendix S: Content Portfolios and Diversification

Appendix S: Content Portfolios and Diversification Appendix S: Content Portfolios and Diversification 1188 The expected return on a portfolio is a weighted average of the expected return on the individual id assets; but estimating the risk, or standard

More information

Asset Pricing Model 2

Asset Pricing Model 2 Outline Note 6 Return, Risk, and the Capital Risk Aversion Portfolio Returns and Risk Portfolio and Diversification Systematic Risk: Beta (β) The Capital Asset Pricing Model and the Security Market Line

More information

Use partial derivatives just found, evaluate at a = 0: This slope of small hyperbola must equal slope of CML:

Use partial derivatives just found, evaluate at a = 0: This slope of small hyperbola must equal slope of CML: Derivation of CAPM formula, contd. Use the formula: dµ σ dσ a = µ a µ dµ dσ = a σ. Use partial derivatives just found, evaluate at a = 0: Plug in and find: dµ dσ σ = σ jm σm 2. a a=0 σ M = a=0 a µ j µ

More information

Chapter. Return, Risk, and the Security Market Line. McGraw-Hill/Irwin. Copyright 2008 by The McGraw-Hill Companies, Inc. All rights reserved.

Chapter. Return, Risk, and the Security Market Line. McGraw-Hill/Irwin. Copyright 2008 by The McGraw-Hill Companies, Inc. All rights reserved. Chapter Return, Risk, and the Security Market Line McGraw-Hill/Irwin Copyright 2008 by The McGraw-Hill Companies, Inc. All rights reserved. Return, Risk, and the Security Market Line Our goal in this chapter

More information

August 8, 2008 MS&E247s International Investments Handout #20 Page 1 of 72

August 8, 2008 MS&E247s International Investments Handout #20 Page 1 of 72 August 8, 2008 MS&E247s International Investments Handout #20 Page 1 of 72 Reading Assignments for this Week MWF 3:15-4:30 Gates B01 Final Exam MS&E 247S Fri Aug 15 2008 12:15PM-3:15PM Gates B03 (Alternate

More information

TTh 3:15-4:30 Gates B01 Final Exam MS&E 247S Fri Aug 14 2009 7PM-10PM Gates B01 (Official Time) Or Saturday Aug 15 2009 7PM-10PM Gates B03 (Alternate Time) Remote SCPD participants will also take the exam

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

CHAPTER 10. Arbitrage Pricing Theory and Multifactor Models of Risk and Return INVESTMENTS BODIE, KANE, MARCUS

CHAPTER 10. Arbitrage Pricing Theory and Multifactor Models of Risk and Return INVESTMENTS BODIE, KANE, MARCUS CHAPTER 10 Arbitrage Pricing Theory and Multifactor Models of Risk and Return McGraw-Hill/Irwin Copyright 2011 by The McGraw-Hill Companies, Inc. All rights reserved. 10-2 Single Factor Model Returns on

More information

Chapter 11. Topics Covered. Chapter 11 Objectives. Risk, Return, and Capital Budgeting

Chapter 11. Topics Covered. Chapter 11 Objectives. Risk, Return, and Capital Budgeting Chapter 11 Risk, Return, and Capital Budgeting Topics Covered Measuring Market Risk Portfolio Betas Risk and Return CAPM and Expected Return Security Market Line Capital Budgeting and Project Risk Chapter

More information

Session 10: Lessons from the Markowitz framework p. 1

Session 10: Lessons from the Markowitz framework p. 1 Session 10: Lessons from the Markowitz framework Susan Thomas http://www.igidr.ac.in/ susant susant@mayin.org IGIDR Bombay Session 10: Lessons from the Markowitz framework p. 1 Recap The Markowitz question:

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

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

Applying Index Investing Strategies: Optimising Risk-adjusted Returns

Applying Index Investing Strategies: Optimising Risk-adjusted Returns Applying Index Investing Strategies: Optimising -adjusted Returns By Daniel R Wessels July 2005 Available at: www.indexinvestor.co.za For the untrained eye the ensuing topic might appear highly theoretical,

More information

Behavioral Finance 1-1. Chapter 2 Asset Pricing, Market Efficiency and Agency Relationships

Behavioral Finance 1-1. Chapter 2 Asset Pricing, Market Efficiency and Agency Relationships Behavioral Finance 1-1 Chapter 2 Asset Pricing, Market Efficiency and Agency Relationships 1 The Pricing of Risk 1-2 The expected utility theory : maximizing the expected utility across possible states

More information

Monetary Economics Risk and Return, Part 2. Gerald P. Dwyer Fall 2015

Monetary Economics Risk and Return, Part 2. Gerald P. Dwyer Fall 2015 Monetary Economics Risk and Return, Part 2 Gerald P. Dwyer Fall 2015 Reading Malkiel, Part 2, Part 3 Malkiel, Part 3 Outline Returns and risk Overall market risk reduced over longer periods Individual

More information

ECON FINANCIAL ECONOMICS

ECON FINANCIAL ECONOMICS ECON 337901 FINANCIAL ECONOMICS Peter Ireland Boston College Fall 2017 These lecture notes by Peter Ireland are licensed under a Creative Commons Attribution-NonCommerical-ShareAlike 4.0 International

More information

ECON FINANCIAL ECONOMICS

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

More information

SDMR Finance (2) Olivier Brandouy. University of Paris 1, Panthéon-Sorbonne, IAE (Sorbonne Graduate Business School)

SDMR Finance (2) Olivier Brandouy. University of Paris 1, Panthéon-Sorbonne, IAE (Sorbonne Graduate Business School) SDMR Finance (2) Olivier Brandouy University of Paris 1, Panthéon-Sorbonne, IAE (Sorbonne Graduate Business School) Outline 1 Formal Approach to QAM : concepts and notations 2 3 Portfolio risk and return

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

FINALTERM EXAMINATION Spring 2009 MGT201- Financial Management (Session - 2) Question No: 1 ( Marks: 1 ) - Please choose one What is the long-run objective of financial management? Maximize earnings per

More information

Investment In Bursa Malaysia Between Returns And Risks

Investment In Bursa Malaysia Between Returns And Risks Investment In Bursa Malaysia Between Returns And Risks AHMED KADHUM JAWAD AL-SULTANI, MUSTAQIM MUHAMMAD BIN MOHD TARMIZI University kebangsaan Malaysia,UKM, School of Business and Economics, 43600, Pangi

More information

The Capital Assets Pricing Model & Arbitrage Pricing Theory: Properties and Applications in Jordan

The Capital Assets Pricing Model & Arbitrage Pricing Theory: Properties and Applications in Jordan Modern Applied Science; Vol. 12, No. 11; 2018 ISSN 1913-1844E-ISSN 1913-1852 Published by Canadian Center of Science and Education The Capital Assets Pricing Model & Arbitrage Pricing Theory: Properties

More information

Answers to Concepts in Review

Answers to Concepts in Review Answers to Concepts in Review 1. A portfolio is simply a collection of investment vehicles assembled to meet a common investment goal. An efficient portfolio is a portfolio offering the highest expected

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

Statistically Speaking

Statistically Speaking Statistically Speaking August 2001 Alpha a Alpha is a measure of a investment instrument s risk-adjusted return. It can be used to directly measure the value added or subtracted by a fund s manager. It

More information

CHAPTER 8: INDEX MODELS

CHAPTER 8: INDEX MODELS Chapter 8 - Index odels CHATER 8: INDEX ODELS ROBLE SETS 1. The advantage of the index model, compared to the arkowitz procedure, is the vastly reduced number of estimates required. In addition, the large

More information

Investment Analysis (FIN 383) Fall Homework 5

Investment Analysis (FIN 383) Fall Homework 5 Investment Analysis (FIN 383) Fall 2009 Homework 5 Instructions: please read carefully You should show your work how to get the answer for each calculation question to get full credit The due date is Tuesday,

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

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

(Modern Portfolio Theory Review)

(Modern Portfolio Theory Review) (Modern Portfolio Theory Review) IFS-A76898 Charts 1-9 Reminder: You must include the Modern Portfolio Theory Disclosure pages with all charts you select to use, either individually or as a group. Information

More information

Note 11. Portfolio Return and Risk, and the Capital Asset Pricing Model

Note 11. Portfolio Return and Risk, and the Capital Asset Pricing Model Note 11 Portfolio Return and Risk, and the Capital Asset Pricing Model Outline Risk Aversion Portfolio Returns and Risk Portfolio and Diversification Systematic Risk: Beta (β) The Capital Asset Pricing

More information

Chapter 8: CAPM. 1. Single Index Model. 2. Adding a Riskless Asset. 3. The Capital Market Line 4. CAPM. 5. The One-Fund Theorem

Chapter 8: CAPM. 1. Single Index Model. 2. Adding a Riskless Asset. 3. The Capital Market Line 4. CAPM. 5. The One-Fund Theorem Chapter 8: CAPM 1. Single Index Model 2. Adding a Riskless Asset 3. The Capital Market Line 4. CAPM 5. The One-Fund Theorem 6. The Characteristic Line 7. The Pricing Model Single Index Model 1 1. Covariance

More information

Jeffrey F. Jaffe Spring Semester 2011 Corporate Finance FNCE 100 Syllabus, page 1 of 8

Jeffrey F. Jaffe Spring Semester 2011 Corporate Finance FNCE 100 Syllabus, page 1 of 8 Corporate Finance FNCE 100 Syllabus, page 1 of 8 Spring 2011 Corporate Finance FNCE 100 Wharton School of Business Syllabus Course Description This course provides an introduction to the theory, the methods,

More information

CHAPTER 8: INDEX MODELS

CHAPTER 8: INDEX MODELS CHTER 8: INDEX ODELS CHTER 8: INDEX ODELS ROBLE SETS 1. The advantage of the index model, compared to the arkoitz procedure, is the vastly reduced number of estimates required. In addition, the large number

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

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

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

Assignment Solutions (7th edition) CHAPTER 2 FINANCIAL MARKETS AND INSTRUMENTS

Assignment Solutions (7th edition) CHAPTER 2 FINANCIAL MARKETS AND INSTRUMENTS Assignment Solutions (7th edition) CHAPTER 2 FINANCIAL MARKETS AND INSTRUMENTS 10. a. The index at t = 0 is (60 + 80 + 20)/3 = 53.33. At t = 1, it is (70+70+25)/3 = 55, for a rate of return of 3.13%. b.

More information

FIN Chapter 8. Risk and Return: Capital Asset Pricing Model. Liuren Wu

FIN Chapter 8. Risk and Return: Capital Asset Pricing Model. Liuren Wu FIN 3000 Chapter 8 Risk and Return: Capital Asset Pricing Model Liuren Wu Overview 1. Portfolio Returns and Portfolio Risk Calculate the expected rate of return and volatility for a portfolio of investments

More information

Diversification. Finance 100

Diversification. Finance 100 Diversification Finance 100 Prof. Michael R. Roberts 1 Topic Overview How to measure risk and return» Sample risk measures for some classes of securities Brief Statistics Review» Realized and Expected

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

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

3. Capital asset pricing model and factor models

3. Capital asset pricing model and factor models 3. Capital asset pricing model and factor models (3.1) Capital asset pricing model and beta values (3.2) Interpretation and uses of the capital asset pricing model (3.3) Factor models (3.4) Performance

More information