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    Monkey Business

    Business Model of a Trader in a village:

    Give 1 monkey and get Rs. 10/-

    Collects 100 monkeys

    Give 1 monkey and get Rs. 20/-

    Collects 60 monkeys

    Give 1 monkey and get Rs. 30/-

    Collects 40 monkeys

    Now offers Rs. 60/- for 1 monkey. No takers!!!

    Announces offer open for 2 days only

    AAGEY KYA HOTA HAI---------------------????

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    IRRATIONALLYHELD TRUTHSMAY BE MORE

    HARMFUL THANREASONEDERRORS

    T.H.HUXLEY

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    Portfolio ManagementCapital Market Theory & Asset

    Pricing Theory

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    An Introduction to Portfolio Management

    Objective: investors maximize returns for a givenlevel of risk.

    Investors are risk averse: assuming returns are

    equal, they will prefer the less risky asset. Risk aversion implies a positive relationship

    between expected return and risk.

    Risk is a measure of uncertainty regarding an

    investments outcome. Alternatively, risk can beconsidered the probability of a bad outcome.

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    A- The Portfolio Management Process

    Elements of Portfolio Management

    Evaluating Investor and Market characteristics

    Determine the objectives and constraints of the investor

    Evaluate the economic environment

    Developing an investment policy statement (IPS)

    Determining an asset allocation strategy Implementing the portfolio decisions

    Measuring and evaluating performance

    Monitoring dynamic investor objectives and capital marketconditions

    The ongoing portfolio management process can be detailed withthe integrative steps described by planning, execution, andfeedback.

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    Investment Objectives

    Investment objectives are concerned with risk and returnconsiderations.

    Risk tolerance is the combination of willingness and ability totake risk.

    Risk aversion indicates an investors inability and unwillingnessto take risk.

    For an individual, risk tolerance may be determined by behavioraland psychological factors, whereas for an institution, thesefactors are primarily determined by portfolio constraints.

    Risk objectives can be either absolute (standard deviation of totalreturn) or relative (tracking risk).

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    Return Objectives

    Required return can be classified as either a desiredor a required return.

    Desired return: how much the investorwishes toreceive from the portfolio.

    Required return: some level of return that mustbe

    achieved by portfolio. Required return serves as a much stricter benchmark

    than desired return. The level of return needs to be consistent with the risk

    objectives.

    Return should be evaluated on a total return basis:capital gains and current income.

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    Investment Constraints

    Investment constraints are those factors limiting the universe ofavailable choices. They include:

    1. Liquidity: expected or unexpected cash outflows that will beneeded at some specified time.

    2. Time horizon: the time period(s) during which a portfolio is

    expected to generate returns to meet major life events. Longertime horizons often indicate a greater ability to take risk, even ifwillingness is not evident.

    3. Tax concerns: differential tax treatments are applied toinvestment income and capital gains.

    4. Legal and regulatory factors: are externally generatedconstraints that mainly impact institutional investors.

    5. Unique circumstances: special concerns of the investor.

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    Diversification and Portfolio Risk

    There are two broad classes of risk that

    affect portfolios:

    Systematic Risk or market risk or non-diversifiable risk determined byMacroeconomic factors (affect wholeeconomy), such as:

    Business cycle Inflation rate Interest rate Exchange rate

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    Diversification and Portfolio Risk

    Unsystematic Risk orunique risk orfirm-specific

    risk ordiversifiable risk determined by Firm-specific factors, such as:

    Firms successful R&D

    Managements style and philosophy

    Unsystematic risk can be eliminated with

    diversification, i.e., spreading out the risk of aportfolio by investing in a variety of securities.

    The Total Risk = Systematic Risk + Unsystematic Risk

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    Diversification and Portfolio Risk

    Graph:

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    Utility Function & Indifference Curves

    Indifference curves represent different combinationsof risk and return, which provide the same level ofutility to the investor.

    An investor is indifferent between any two portfolios

    that lie on the same indifference curve. Flat indifference curves indicate that an individual

    has a higher tolerance for risk. Very steepindifference curves belong to highly risk-averse

    investors. The optimal portfolio offers the greatest amount of

    utility to the individual investor.

    Convex & positively sloped.

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    return

    risk

    Highly risk averse

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    return

    risk

    Highly risk tolerant

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    Markowitz Portfolio Theory

    Any asset or portfolio can be described by twocharacteristics:

    1. The expected return

    2. The risk measure (variance)

    Portfolios variance is a function of not only the variance ofreturns on the individual investments in the portfolio, butalso of the covariance between returns of these individualinvestments.

    In a large portfolio, the covariances are much moreimportant determinants of the total portfolio variance thanthe variances of individual investments.

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    Markowitzs Assumptions

    Investors consider investments as the probabilitydistribution of expected returns over a holdingperiod.

    Investors seek to maximize expected utility Investors measure portfolio risk on the basis of

    expected return variability

    Investors make decisions only on the basis of

    expected return and risk For a given level of risk, investors prefer higher

    return to lower returns.

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    rp = W1r1 +W2r2W1 = Proportion of funds in Security 1

    W2 = Proportion of funds in Security 2r1 = Expected return on Security 1

    r2 = Expected return on Security 2

    Two-Security Portfolio: Return

    WiSi=1

    n

    = 1

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    sp2= w12s12 + w22s22 + 2W1W2 Cov(r1r2)s12 = Variance of Security 1s22 = Variance of Security 2

    Cov(r1r2) = Covariance of returns for

    Security 1 and Security 2

    Two-Security Portfolio: Risk

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    Covariance

    r1,2 = Correlation coefficient ofreturns

    Cov(r1r2) = r1,2s1s2

    s1 = Standard deviation ofreturns for Security 1s2 = Standard deviation ofreturns for Security 2

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    Correlation Coefficients: Possible

    Values

    Ifr = 1.0, the securities would beperfectly positively correlated

    Ifr = - 1.0, the securities would beperfectly negatively correlated

    Range of values forr1,2

    -1.0 < r < 1.0

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    The Efficient Frontier

    The efficient frontier consists of the set portfoliosthat has the maximum expected return for a givenrisk level.

    Optimal portfolio: the portfolio that lies at the point of

    tangency between the efficient frontier and his/herutility (indifference) curve.

    An investors optimal portfolio is the efficient portfoliothat yields the highest utility.

    A risk averse investor has steep utility curves. This curve is convex in shape

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    THE CAPITAL MARKET LINE

    THE CAPITAL MARKET LINE

    M

    rP

    sP

    CML

    rfr

    Efficient frontier

    Optimal portfolio

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    Capital Asset Pricing Model (CAPM)

    - William Sharpe

    CAPM is a model that predicts the expected return on eachrisky asset. Security Market Line (SML): visually represent the relationship

    between systematic risk and the expected or required rate ofreturn on an asset.

    Capital Market Line(CML): visually represents the relationshipbetween total risk (std. dev.) and the expected return of theportfolio of assets.

    The risk measure of the asset is its systematic risk measuredusing beta ().

    E(Ri) = RFR + i(RM-RFR) is standardized because it divides an assets covariance

    Cov(i,M) with the market portfolio by the variance of the marketportfolio (M

    2). RM-RFR: is the market risk premium

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    Security Market Line

    Beta = 1.0 implies asrisky as market

    Securities A and Bare more risky thanthe market

    Beta > 1.0

    Security C is lessrisky than the market

    Beta < 1.0

    AB

    C

    E(RM)

    RF

    0 1.0 2.00.5 1.5

    SML

    BetaM

    E(R)underpriced

    overpriced

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    ErUnderpriced SML: Er= rf+ (Erm rf)

    Overpriced

    rf

    Underpriced expected return > required return according to CAPM

    lie above SMLOverpriced expected return < required return according to CAPM

    lie below SMLCorrectly priced expected return = required return according to CAPM

    lie along SML

    SML and Asset Values

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    THE CAPITAL MARKET LINE

    THE CAPITAL MARKET LINE (CML)

    the new efficient frontier that results from risk freelending and borrowing

    both risk and return increase in a linear fashionalong the CML

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    CAPM in Details:

    What is an equilibrium?

    Two-fund separation

    Rf

    A

    Market Portfolio

    Q

    B

    Capital Market Line

    p

    E(Rp)

    E(RM)

    M

    Th S i M k Li

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    The Security Market Line-

    Beta Calculation

    The systematic risk is calculated as thecovariance of the returns on security orportfolio i with the returns on the market

    portfolio, Cov (Ri, RM), divided by thevariance of the returns on the marketportfolio, 2M :

    Betai = Cov (Ri,RM)/ 2

    M

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    Calculating BETA

    Beta is a standardized measure of systematic risk. It iscalculated as:

    i

    = covi,M

    / M

    = (i

    / M

    ) x i,MWhere:

    covi,M = covariance between stock i and the market portfolio

    i = standard deviation of stock i

    M = standard deviation of the market portfolio

    i,M = correlation coefficient between stock i and the market portfolio

    Note that the beta of the market portfolio is one by definition.

    M = M / M = 1

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    Example: Calculating Beta

    The covariance of stock A with the marketportfolio M (covA,M) is 0.11 and the standarddeviation of the market is 26%. Calculate thebeta of stock A.

    Answer:

    First, we need to find the variance for themarket. The variance is the standard

    deviation squared or 0.0676 (= 0.26). Hence,the beta of stock A is:

    A = 0.1100 / 0.0676 = 1.63

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    Using the SML for Security Selection

    The SML will tell us assets required returns from the SML,given their level of systematic risk (as measured by beta). Wecan compare this to the assets expected returns (given ourforecasts of future prices and dividends) to identify undervaluedassets and create the appropriate trading strategy.

    An asset with an expected return greater than its required returnfrom the SML is undervalued; we should buy it.

    An asset with an expected return less than the required returnfrom the SML is overvalued; we should sell it (or short sell it ifwere inclined to be aggressive).

    An asset with an expected return equal to its required return fromthe SML is properly valued;were indifferent between buyingand selling it.

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    Example: Using the SML

    The following table contains information based on analysts forecasts

    for three stocks. The risk-free rate is 7 percent and the expectedmarket return is 15 percent.

    Compute the expected and required return on each stock, determinewhether each stock is undervalued, overvalued, or properlyvalued, and outline an appropriate trading strategy.

    Stock Price

    today

    E(Price) in 1

    year

    E(Divid.) in 1 year Beta

    Stock A $25 $27 $1.00 1.0

    Stock B 40 45 2.00 0.8

    Stock C 15 17 0.49 1.2

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    Example: Using the SML

    Answer:Expected and required returns are shown in the figure below:

    Stock Expected Return Required Return

    A ($27 -$25 +$1) / $25 = 12.0% 0.07 + (1.0) (0.15 0.07) = 15.0%

    B ($45 - $40 + $2) / $40 = 17.5% 0.07 + (0.8) (0.15 0.07) = 13.4%

    C ($17 - $15 + $0.49) / $15 = 16.6% 0.07 + (1.2) (0.15 0.07) = 16.6%

    Stock A is overvalued. It is expected to earn 12%, but based on its systematic riskit should earn 15%.

    Stock B is undervalued. It is expected to earn 17.5%, but based on its systematicrisk it should earn 13.4%.

    Stock C isproperly valued. It is expected to earn 16.6%, and based on itssystematic risk it should earn 16.6%.

    The appropriate trading strategy is: Short sell A, buy B and buy, sell, or ignore C.

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    THE CAPM ASSUMPTIONS

    NORMATIVE ASSUMPTIONS

    expected returns and standard deviation cover a

    one-period investor horizonnonsatiation

    risk averse investors

    assets are infinitely divisible

    risk free asset exists

    no taxes nor transaction costs

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    THE CAPM ASSUMPTIONS

    ADDITIONAL ASSUMPTIONS

    one period investor horizon for all

    risk free rate is the same for all

    information is free and instantaneously availablehomogeneous expectations

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    Relaxing the CAPM assumptions

    When the assumptions of CAPM are relaxed,the location of the SML will change, andindividual investors will have a new SML.

    Taxes: if investors have high tax rates, thenCML and SML could be significantly differentamong investors.

    Transaction costs: The cost trading the

    security may offset any potential excessreturn resulting from the trade securitieswill plot close to SML but not exactly on it.

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    Homogeneous Expectation: if all investors

    had different expectations about risk andreturn, then each would have a unique graphas a result of their divergence ofexpectations.

    One-planning period: if one investor uses aone-year planning period and another uses a

    one-month planning period, then the twoinvestors have different SML.

    P tf li bj ti d th t

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    Portfolio objectives and the common typesof portfolio constraints for individual and

    institutional investors

    The key for determining individual investor objectivesand constraints is the life cycle approach, whichrefers to the determination of risk- return positions of

    individuals at various life cycle changes. For example,younger investors typically can accept more risk thanolder investors. The life cycle approach can bebroken down to 4 phases:

    I. accumulation,II. consolidation,

    III. spending,

    IV. gifting.

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    Accumulation phase - for investors in early tomiddle years of their careers, with low currentwealth relative to their peak wealth years; longterm retirement planning goals, high-riskobjectives.

    Consolidation phase for investors in middlecareer, with average current wealth relative totheir peak wealth years; long term retirement

    planning; moderate risk objectives.

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    Spending phase for investors in early retirement,wealth is peaking; a major goal is capitalpreservation; conservative risk objectives.

    Gifting phase- for investors in early retirement tolate life, major goal estate planning; low riskobjectives.

    Individual investor risk and return objectivesconsiderations include:

    Clients with a capital preservation objectivehave very low risk tolerance.

    Clients with a current income objective want togenerate income to supplement earnings forconsumption. They have a low risk tolerance

    (e.g., retirees)

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    Three Forms of Market Efficiency

    Prices reflect allinformation from

    past prices

    Prices reflect all

    publicly available

    information

    Prices reflect all

    relevant available

    information

    Technical Analysis

    is valueless

    Fundamental

    Analysis is

    unprofitable

    Insider Trading

    is unprofitable

    Weak Form Semi-strong Form Strong Form

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    Weak Form Efficiency: Tests

    A market is weak form efficient if current prices

    reflect all information contained in past prices

    and price movements.

    Implications

    Past prices cannot predict price movements in the future.

    Trading rules based on technical analysis cannot yield superiorreturns.

    Tests

    Tests of correlation of prices.

    Tests of trading rules.

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    Weak Form: SummaryEvidence in favor

    Implications:

    Technical rules are useless.

    If the price of a stock has just gone up or down, then it does notfollow that it will go up or down in the future.

    Based on Random Walk Theory.

    Reason:

    If technical rules worked, everyone would use them. As a result

    they would not work anymore.

    This does notimply:

    Prices are uncaused.

    Markets do not behave according to rules.

    Investors are incompetent.

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    Semi-Strong Form Efficiency

    A market is semi-strong form efficient if all

    publicly available information is reflected in market prices.

    Implications: Market reacts to information about companies fundamentals

    Macroeconomic news.

    News on earnings. Price adjustments are fast and appropriate: no systematic

    under/overshooting after announcement.Tests:

    Event studies of price reactions to news announcements.

    Tests of asset pricing models

    Joint hypothesis problem

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    Semi-Strong Form Evidence

    Event Studies

    Earnings announcements.

    Dividend announcements. Leading indicators.

    Stock splits.

    Accounting changes.

    Mergers and acquisitions.

    Corporate reconstructions. Block sales.

    Rights issues.

    Share tips.

    M i A t

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    Macroeconomic Announcements

    Time Content ofAnnouncement

    9.15 am Industrial ProductionCapacity Utilization

    10.00 am Business InventoriesConstruction SpendingFactory InventoriesIndustry SurveyNew Single-Family Home

    SalesPersonal Income

    2.00 pm Budget

    Time Content ofAnnoucement

    8.30 am ConsumerPrice Index

    Durable GoodsOrders

    Employment

    Gross NationalProduct

    Housing StartsMerchandise Trade

    Deficit

    Leading IndicatorsProducer Price IndexRetail Sales

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    Semi-Strong Form Conclusions

    Evidence

    Unbiased evaluation by investors.

    Pre-announcement information leakage.

    Rapid adjustment to new information.

    Implications

    Fundamental analysis is valueless

    Unless it is original, or it incorporates

    private information. Check if price has already moved

    If not, must be able to act fast!

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    Strong Form Efficiency

    A market is strong form efficient if allrelevant information

    (public or private) is reflected inmarket prices.Implications:

    Analysts knowledge doesnt help.

    No profits from insider trading.

    Tests:

    Profitability of trading on inside information.

    Performance of fund managers.

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    Strong Form Evidence

    Fund managers performance: Mutual funds

    Pension funds

    Specialists and insiders Market makers

    Corporate officers

    Analysts skills Advisory services

    Internal research

    Transactions analysis

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    CONCLUSION

    CERTAINLY OUR MARKETS ARE NOT PERFECTAND DO NOT QUALIFY FOR STRONG MARKETEFFICENCY.

    SO RANDOM WALK THEORY HOLDS TRUE.

    STILL AS RETURNS AND RISKS FORM SINGLEMAJOR FACTOR IN PORTFOLIO CHOICE, CAPMIS HERE TO STAY AS A TOOL FOR EFFICIENT

    PORTFOLIO MANAGEMENT.