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    Risk and return analysis

    The traditional approach of portfolio building has some basic

    assumptions. An investor wants higher returns at the lower risk.

    But the rule of the game is that more risk, more return. So whilemaking a portfolio the investor must judge the risk taking

    capability and the returns desired.

    Diversification

    The asset mix is determined and risk return relationship is

    analyzed the next step is to diversify the portfolio. The main

    advantage of diversification is that the unsystematic risk isminimized

    1.3 Approaches of Portfolio Management

    In general, the value of utilizing a portfolio management approach

    to managing your investments is as follows:

    Improved Resource Allocation:Too often today, lowvalue projects, or projects in trouble, squeeze scarce

    resources and do not allow more valuable projects to be

    executed. One critical step is for all departments to prioritize

    their own work. However, that is only part of the process.

    True portfolio management on an organization-wide basis

    requires prioritization of work across all of the departments.In addition to more effectively allocating labor, non-labor

    resources can be managed in the portfolio as well.

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    This includes equipment, software, outsourced work, etc.

    Just because you outsource a project, for instance, and do

    not use your own labor, does not mean it should not be a

    part of the portfolio. The same prioritization process shouldtake place with all of the resources proposed for the

    portfolio.

    Improved Scrutiny of Work:Everyone has petprojects that they want to get done. In some departments,

    managers make funding decisions for their own work and

    they are not open to challenge and review. Portfolio

    management requires work to be approved by all the key

    stakeholders. The proposed work is open to more scrutiny

    since managers know that when work is approved in one

    area, it removes funding for potential work in other areas. As

    stewards of the department's money, the Executive will now

    have a responsibility to approve and execute the work that is

    absolutely the highest priority and the highest value.

    More Openness of the Authorization Process:Utilizing a portfolio management process removes any

    clouds of secrecy on how work gets funded. The Business

    Planning Process allows everyone to propose work and

    ensures that people know the process that was followed to

    ultimately authorize work.

    Less Ambiguity in Work Authorization: Theportfolio management planning process provides criteria for

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    evaluating work more consistently. This makes it easier to

    compare work on an apples-to-apples basis and do a better

    job in ensuring that the authorized work is valuable, aligned

    and balanced.

    Improved Alignment of the Work: In addition tomaking sure that only high priority work is approved,

    portfolio management also results in the work being aligned.

    All portfolio management decisions are made within the

    overall context of the department's strategy and goals. In

    the IT department, portfolio management provides a process

    for better translating business strategy into technology

    decisions.

    Improved Balance of Work: In financial portfoliomanagement, you make sure that your resources are

    balanced appropriately between various financial

    instruments such as stocks, bonds, real estate, etc. Business

    portfolio management also looks to achieve a proper balance

    of work.

    Example: When you first evaluate your portfolio of work, you

    may find that your projects are focused too heavily on cost

    cutting, and not enough on increasing revenue. You might also

    find that you cannot complete your strategic projects because you

    are spending too many resources supporting your old legacy

    systems. Portfolio management provides the perspective to

    categorize where you are spending resources and gives you away to adjust the balance within the portfolio as needed.

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    Changed Focus from Cost to Investment: Youdon't focus on the "cost" side of your financial portfolio

    although, in fact, all of your assets were acquired at a cost.

    Example: You may have purchased XYZ company stock for

    $10,000. However, when you discuss your financial portfolio, you

    don't focus on the $10,000 you do not have anymore. You

    invested the money and now have stock in return so you focus on

    the stock that you now own. You might also talk about your

    investment of $10,000 to purchase the stock, but your interest is

    in its current value and whether it has generated a positive ornegative benefit! Likewise, in your business portfolio, you are

    spending money to receive benefits in return. Portfolio

    management focuses on the benefit value of the products and

    services produced rather than just on their cost.

    This switch in focus is especially important in the Information

    Technology (IT) area, where many executives still think of value in

    terms of the accumulated cost of computers, monitors and

    printers. Using the portfolio management model, you show thevalue of all expenditures in your portfolio. These expenditures

    include not just the computing hardware and software, but also

    the value associated with all project and support work. If the

    value is there relative to the cost, the work should be authorized.

    If the value is not there relative to the cost, the work should be

    eliminated, cut back or backlogged. However, the basic discussion

    should be focused on value delivered not just on the cost of the

    products and services.

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    portfolio management dashboard should be created and

    shared. The business value of portfolio projects should also

    be measured and shared.

    Increased Focus on When to Stop a Project: Thisis equivalent to selling a part of your financial portfolio

    because the investment no longer meets your overall goals.

    It may no longer be profitable, or you may need to change

    your portfolio mix for the purposes of overall balance. In

    either case, you need to sell the investment. Likewise, when

    you are managing a portfolio of work, you are also managing

    the underlying portfolio of assets that the work represents.

    In the IT Division, for instance, the assets include business

    application systems, software, hardware,

    telecommunications, etc. As you look at your portfolio, you

    may recognize the need to "sell" assets. While the asset may

    not literally be sold, you may decide to retire or eliminate

    the asset.

    Example: A number of years ago you may have converted to newdatabase software and now you realize that only a couple of the

    old databases remain in use. It may make sense to proactively

    migrate the remaining old databases to the new software. This

    simplifies the technical environment and may also result in

    eliminating a software maintenance contract. This is equivalent to

    selling an asset that is no longer useful within the portfolio.

    2.1 Definition of Risk

    1. Uncertainty of future outcomes

    2. Probability of an adverse outcome

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    2.2 Risk Aversion

    The assumption that most investors will choose the least

    risky alternative, all else being equal and that they will not

    accept additional risk unless they are compensated in the

    form of higher return

    Given a choice between two assets with equal rates of

    return, most investors will select the asset with the lower

    level of risk.

    2.3 Evidence That Investors are Risk

    Averse

    Many investors purchase insurance for: Life, Automobile,

    Health, and Disability Income. The purchaser trades known

    costs for unknown risk of loss

    Yield on bonds increases with risk classifications from AAA to

    AA to A.

    2.4 Not all investors are risk averse

    Risk preference may have to do with amount of money involved -

    risking small amounts, but insuring large losses.

    3.1 Expected rate of return

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    Risk is uncertainty that an investment will earn its expected

    rate of return

    Probability is the likelihood of an outcome

    3.2 Expected rate of return Formula

    )E(RReturnExpected i=

    =

    n

    i 1

    Return(PossibleReturn)ofyProbabilit(

    )R(P....)) (R(P)) (R[ (P nn2211 +++

    ))(RP(1

    ii

    n

    i

    =

    3.3 Return and Risk of a Portfolio

    Often investors have a combination of different stocks. Such

    combinations of stocks are called a portfolio.

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    One of the main reasons why we would like to hold a

    combination of different stocks is to reduce the risk-return

    tradeoff by exploiting the situation where correlations

    between the returns of different stocks is less than one. To

    see how it might reduce the tradeoff, let us first look at the

    expected return and standard deviation of the returns on a

    portfolio of two stocks.

    3.4 Expected return of a portfolio

    Consider a portfolio of the stock A stock B. You have a fixed

    amount of money to invest. Let Xa

    be the proportion of the

    money you invest in stock A, and X

    bbe the proportion of

    money you invest in stock B. Let E(R

    A) and E(R

    B) be the

    expected returns stock A and stock B.

    Expected return of this portfolio is computed as

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    Expected return:

    whereRp is the return on the portfolio,Ri is the return on asset i and wiis the weighting of component asset i (that is, the share of asset i in the

    portfolio).

    Portfolio return variance:

    where ij is the correlation coefficient between the returns on assets iandj. Alternatively the expression can be written as:

    ,Where ij = 1 fori=j.

    Portfolio return volatility (standard deviation):

    For a two asset portfolio:

    Portfolio return:

    Portfolio variance:

    For a three asset portfolio:

    Portfolio return:

    http://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficienthttp://en.wikipedia.org/wiki/Pearson_product-moment_correlation_coefficient
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    Portfolio variance:

    3.6 Portfolio Measuring the Risk of

    Expected Rates of Return

    1)

    =Variance

    2n

    1i

    Return)Expected-Return(Possibley)Probabilit( =

    2) Standard Deviation is the

    square root of the variance

    2

    iii

    1

    )]E(R)[RP( =

    n

    i

    =

    n

    i 1

    2

    iii )]E(R-[RP

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    3) Coefficient of variation (CV) a measure of relative variability

    that

    Indicates risk per unit of return

    Standard Deviation of Returns

    Expected Rate of Returns

    E(R)

    i=

    3.7 Portfolio Standard Deviations

    Formula

    ji

    ijij

    ij

    2

    i

    i

    port

    n

    1i

    n

    1i

    ijj

    n

    1i

    i

    2

    i

    2

    iport

    rCovwhere

    j,andiassetsforreturnofratesebetween thcovariancetheCov

    iassetforreturnofratesofvariancethe

    portfolioin thevalueofproportionby thedeterminedareweights

    whereportfolio,in theassetsindividualtheofweightstheW

    portfoliotheofdeviationstandardthe

    :where

    Covwww

    =

    =

    =

    =

    =

    += = = =

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    )()( PortfolioVarPortfolioSD =

    3.12 The relationship between the

    return and SD of a portfolio of two

    stocks

    To see how a portfolio may reduce the return-risk tradeoff, it

    is constructive to plot the expected return against thestandard deviation of portfolio for different weights.

    Use the excel file return and SD of portfolio to plot the

    relationship between standard deviation and return of the

    portfolio of stock A and stock B for different weights.

    3.13 Relationship between standard

    deviation and expected return of the

    portfolio of stock A and B.

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    relationship. If Covariance is positive, two

    random variables are positively correlated.

    If it is negative, then the two random

    variables are negatively correlated. Let RA

    and RB be the returns for stock A and stockB. We use Cov(RA,RB) or AB to denote the

    covariance.

    related to each other.

    More specifically, it

    shows the strength of

    linear relationship. If

    the correlation is +1,two random variables

    have perfect positive

    linear relationship. If

    it is 1, the two

    random variables

    have perfect negative

    linear relationship. As

    it becomes close tozero, the linearity in

    the relationship

    weakens.

    Let RA1 RA2, RAn be the possible values of

    Company As stock, and RB1, RB2, RBn be

    the possible values of company Bs stock.Then Covariance between the returns of

    stock A and stock B is defined as

    Correlation between

    the returns of the

    stock A and stock B iswritten asAB, and

    this is defined as

    =

    =n

    i

    BBi

    AAiiBA

    RRRRRRCov

    1

    ))((Pr),()()(

    ),(

    BA

    BA

    AB

    RSDRSD

    RRCov

    =

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    So relationship of covariance & correlation is very vital role for

    portfolio theory.

    4.3 Correlation Coefficient

    It can vary only in the range +1 to -1. A value of +1 would

    indicate perfect positive correlation. This means that returns

    for the two assets move together in a completely linear

    manner. A value of 1 would indicate perfect correlation.

    This means that the returns for two assets have the samepercentage movement, but in opposite directions

    The correlation coefficient is obtained by standardizing

    (dividing) the covariance by the product of the individual

    standard deviations

    Correlation coefficient varies from -1 to +1

    jt

    iti

    ij

    Rofdeviationstandardthe

    Rofdeviationstandardthe

    returnsoftcoefficienncorrelatiother

    :where

    Cov

    r

    =

    =

    =

    =

    j

    ji

    ij

    ij

    5.0 Measures of Historical Rates of

    Return

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    5.1 Arithmetic Mean

    yieldsperiodholding

    annualofsumtheHPY

    :where

    HPY/AM

    =

    = n

    5.2 Geometric Mean

    6.1 Define

    Markowitz

    PortfolioTheory

    Quantifies risk.

    Derives the

    expected rate of

    return for a portfolio of assets and an expected risk

    measure.

    [ ]

    ( ) ( ) ( )n

    n

    HPRHPRHPR

    :followsasreturnsperiodholdingannualtheofproductthe

    :where

    1HPRGM

    21

    1

    =

    =

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    The efficient frontier represents that set of portfolios with the

    maximum rate of return for every given level of risk, or the

    minimum risk for every level of return

    Frontier will be portfolios of investments rather thanindividual securities

    Exceptions being the asset with the highest return and

    the asset with the lowest risk

    7.2 Efficient Frontier for Alternative

    Portfolios with no Risk- Free AssetAs shown in this graph, every possible combination of the risky assets,

    without including any holdings of the risk-free asset, can be plotted in

    risk-expected return space, and the collection of all such possible

    portfolios defines a region in this space. The left boundary of this region

    is a hyperbola, and the upper edge of this region is the efficient frontier

    in the absence of a risk-free asset (sometimes called "the Markowitz

    bullet"). Combinations along this upper edge represent portfolios

    (including no holdings of the risk-free asset) for which there is lowest

    risk for a given level of expected return. Equivalently, a portfolio lying on

    the efficient frontier represents the combination offering the best

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    possibleexpected return for given risk level.

    Efficient Frontier: The hyperbola is sometimes referred to

    as the 'Markowitz Bullet', and is the efficient frontier if no risk-

    free asset is available. With a risk-free asset, the straight line is

    the efficient frontier.

    Graph: Efficient Portfolio

    7.3 Efficient Frontier and Investor

    Utility

    An individual investors utility curve specifies the trade-offs

    he is willing to make between expected return and risk

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    The slope of the efficient frontier curve decreases steadily as

    you move upward

    These two interactions will determine the particular portfolio

    selected by an individual investor The optimal portfolio has the highest utility for a given

    investor

    It lies at the point of tangency between the efficient frontier

    and the utility curve with the highest possible utility

    7.4 Selecting an Optimal Risky Portfolio

    A line created from the risk-reward graph, comprised of

    optimal portfolios.

    The optimal portfolios plotted along the curve have the

    highest expected return possible for the given amount of

    risk.

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    Second phase began in the year 1930. The phase was of

    professionalism. After coming up of the Securities Act, the

    investment industry began the process of upgrading its ethics,

    establishing standard practices and generating a good public

    image. As a result the investments market became safer place toinvest and the people in different income group started investing.

    Investors began to analyze the security before investing. During

    this period the research work ofBenjamin Graham and David L.

    Dood was widely publicized and publicly acclaimed. They

    published a book Security Analysis in 1934, which was highly

    sought after. There research work was considered first work in the

    field of security analysis and acted as the base for further study.

    They are considered as pioneers of security analysis as adiscipline

    Third phase was known as the scientific phase. The foundation of

    modern portfolio theory was laid by Markowitz. His pioneering

    work on portfolio management was described in his article in the

    Journal of Finance in the year 1952 and subsequent books

    published later on.

    The work of Markowitz was extended by the William Sharpe,

    John Linter andJan Mossin through the development of the

    Capital Asset Pricing Model (CAPM).

    If we talk of the present the last two phases of Professionalismand Scientific Analysis are currently advancing simultaneously

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    with investment in various financial instruments becoming safer,

    with proper knowledge to each and every investor

    8 .2 Conclusions

    Thus on the whole it can be concluded that there is no conclusive

    evidence which suggest that performance of mutual fund scheme

    portfolio is superior to others. But it is for sure performance of the

    most of the funds in better.

    Above this view point we can say that, this deeper understanding

    of portfolio theory should lead to reflect back on our earlierdiscussion of global investing. Because many foreign stock and

    bond investments provide superior rates of return compared with

    U.S securities and have low with portfolios of U.S stocks and

    bonds, including these foreign securities in portfolio will help to

    reduce the overall risk of portfolio while possibly increasing rate

    of return.

    Many implementations of portfolio management start directly with

    trying to identify and prioritize the work of the portfolio, mostlikely because that is obviously where you will find the greatest

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    William F. Sharpe / Gordon J. Alexander /

    Jeffery V. Bailey (2004). Investments

    (6

    th

    edition)

    Web Address http://www.Portfolio Theroy.com.

    http://www.Portfolio Management.com.