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Security Analysis and Portfolio Management




                    Notes          the distinction  between individual  securities and  portfolios. Standard deviations for well-
                                   diversified portfolios are reasonably steady across time, and  therefore historical calculations
                                   may be  fairly reliable in projecting  the future.  Moving from  well-diversified portfolios  to
                                   individual securities, however, makes historical calculations much less reliable. Fortunately,
                                   the number one rule of portfolio management is to diversify and hold a portfolio of securities,
                                   and the standard deviations of well-diversified portfolios may be more stable.
                                   Something very important to remember about standard deviation is that it is a measure of the
                                   total risk of an asset or a portfolio, including, therefore, both systematic and unsystematic risk.
                                   It captures the total variability in the asset's or portfolio's return, whatever the sources of that
                                   variability. In summary, the standard deviation of return measures the total risk of one security
                                   or the total risk of a portfolio of securities. The historical standard deviation can be calculated
                                   for individual securities or portfolios of securities using total returns for some specified period
                                   of time. This ex post value is useful in evaluating the total risk for a particular historical period
                                   and in estimating the total risk that is expected to prevail over some future period.
                                   The  standard deviation,  combined with  the normal  distribution, can provide some  useful
                                   informations about the dispersion or variation in returns. In a normal distribution, the probability
                                   that a particular outcome will be above (or below) a specified value can be determined. With
                                   one standard deviation on either side of the arithmetic mean of the distribution, 68.3% of the
                                   outcomes will be encompassed; that is, there is a 68.3% probability that the actual outcome will
                                   be within one (plus or minus) standard deviation of the arithmetic mean. The probabilities are
                                   95% and 99% that the actual outcome will be within two or three standard deviations, respectively,
                                   of the arithmetic mean.

                                   Beta

                                   Beta is a measure of the systematic risk of a security that cannot be avoided through diversification.
                                   Beta is a relative measure of risk-the risk of an individual stock relative to the market portfolio
                                   of all stocks. If the security's returns move more (less) than the market's returns as the latter
                                   changes, the security's returns have more (less) volatility (fluctuations in price) than those of the
                                   market. It is important to note that beta measures a security's volatility, or fluctuations in price,
                                   relative to a benchmark, the market portfolio of all stocks.
                                   Securities with different slopes have different sensitivities to the returns of the market index. If
                                   the slope of this relationship for a particular security is a 45-degree angle, the beta is 1.0. This
                                   means  that for every one per cent  change in  the market's return, on  average this security's
                                   returns change 1%. The market portfolio has a beta of 1.0. A security with a beta of 1.5 indicates
                                   that, on average, security returns are 1.5 times as volatile as market returns, both up and down.
                                   This would be considered an aggressive security because when the overall market return rises
                                   or falls 10%, this security, on average, would rise or fall 15%. Stocks having a beta of less than 1.0
                                   would be considered more conservative investments than the overall market.
                                   Beta is useful for comparing the relative systematic risk of different stocks and, in practice, is
                                   used by investors to judge a stock's riskiness. Stocks can be ranked by their betas. Because the
                                   variance of the market is constant across all securities for a particular period, ranking stocks by
                                   beta is the same as ranking them by their absolute systematic risk. Stocks with high betas are
                                   said to be high-risk securities.

                                   2.2 Risk and Expected Return


                                   Risk and expected return are the two key determinants of  an investment decision. Risk, in
                                   simple terms, is associated with the variability of the rates of return from an investment; how
                                   much do individual outcomes deviate from the expected value? Statistically, risk is measured by




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