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Chapter 5 Risk and Rate of Return
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2 EXPECTED RATE OF RETURN Outcomes Known K μ = E(R) = P 1 K 1 + P 2 K 2 + P 3 K 3 Outcomes Unknown (sample) _ K = ΣK n
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3 RISK VARIANCE: σ 2 = P 1 (K 1 - K μ ) 2 + P 2 (K 2 - K μ ) 2 + P 3 (K 3 - K μ ) 2 _ _ _ VARIANCE: S 2 = [(K 1 - K) 2 + (K 2 - K) 2 + (K 3 - K) 2 ]/n-1 STANDARD DEVIATION = SQUARE ROOT OF VARIANCE
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4 Example: Mean Return θ P K W 1.2-10 40 2.2 40 -10 3.2 -5 35 4.2 35 -5 5.2 15 15 K μ =.2(-10) +.2(40) +.2(-5) +.2(35) +.2(15) = 15 W μ =.2(40) +.2(-10) +.2(35) +.2(-5) +.2(15) = 15
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5 Example Variance θ P K W(K-K μ ) 2 (W-W μ ) 2 1.2-10 40 625 625 2.2 40 -10 625 625 3.2 -5 35 400 400 4.2 35 -5 400 400 5.2 15 15 0 0 ____________________________________ σ K = √[.2(625) +.2(625) +.2(400) +.2(400) +.2(0)] = 20.25 ____________________________________ σ W = √[.2(625) +.2(625) +.2(400) +.2(400) +.2(0)] = 20.25
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6 Buy Equal Amount of K & W θ P K W (K-K μ ) 2 (W-W μ ) 2.5K+.5W 1.2 -10 40 625625 15 2.2 40 -10 625625 15 3.2 -5 35 400400 15 4. 2 35 -5 400400 15 5.2 15 15 0 0 15
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7 Put 75% in K and 25% in W θ P K W (K-K μ ) 2 (W-K μ ) 2.5K+.5W.75K+.25W 1.2 -10 40 625 625 15 2.5 2.2 40 -10 625 625 15 27.5 3.2 -5 35 400 400 15 5.0 5.2 35 -5 400 400 15 25.0 5.2 15 15 0 0 15 15.0
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8 CORRELATION PERFECT POSITIVE = +1 PERFECT NEGATIVE = -1 UNCORRELATED = 0
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9 Merging 2 Assets into 1 Portfolio Two risky assets become a low-risk portfolio
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10 DIVERSIFICATION TOTAL RISK = NONDIVERSIFIABLE RISK + DIVERSIFIABLE RISK TOTAL RISK = SYSTEMATIC RISK + UNSYSTEMATIC RISK TOTAL RISK = MARKET RISK + FIRM RISK
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11 Reducing Total Risk by Diversifying
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12 Market Risk BETA = INDEX OF HOW SECURITY RETURN MOVES WITH MARKET β > 1, SECURITY IS AGGRESSIVE β < 1, SECURITY IS DEFENSIVE BETA OF PORTFOLIO β p = W 1 β 1 + W 2 β 2 + W 3 β 3
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13 Estimating Beta Holding Period Returns – Stock X PeriodPrice(P t - P t-1 )/ P t-1 Return Sep0950.00.25/49.75.005025 Aug0949.75.65/49.15.013144 Jul0949.15 -.35/49.50 -.000707 Jun0949.50.25/48.25.005181 May0948.25 4.25/44.00.096591 Apr0944.00
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14 Estimating Beta Holding Period Returns – S&P 500 Period Index (I t - I t-1 )/ I t-1 Return Sep091255.5015.05/1240.45.012132 Aug091240.4519.55/1220.00.016024 Jul091220.0020.35/1199.65.016963 Jun091199.65 -2.60/1202.25 -.002162 May091202.25 4.50/1197.75.003757 Apr091197.75
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15 Beta
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16 An Example: Sample Returns YEARSTOCK ASTOCK B 1 6%20% 21230 3 810 4–2 –10 51850 6 620 Sum48 120 Sum/6 = AR= 8%20%
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17 A’s RETURNRETURN DIFFERENCE FROM DIFFERENCE YRTHE AVERAGESQUARED 16%– 8% = –2%(–2%) 2 = 4% 212 – 8 = 4(4) 2 = 16 3 8 – 8 = 0(0) 2 = 0 4–2 – 8 = –10(–10) 2 = 100 518– 8 = 10(10) 2 = 100 6 6 – 8 = –2(-2) 2 = 4 Sum 224% Sum/(6 – 1) = Variance 44.8% Standard deviation = 44.8 = 6.7%
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18 Using Average Return and Standard Deviation If the future will resemble the past and the periodic returns are normally distributed: 68% of the returns will fall between AR - and AR + 95% of the returns will fall between AR - 2 and AR + 2 95% of the returns will fall between AR - 3 and AR + 3
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19 For Asset A 68% of the returns between 1.3% and 14.7% 95% of the returns between -5.4% and 21.4% 99% of the returns between -12.1% and 28.1%
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20 Which of these is riskier? Asset AAsset B Avg. Return8% 20% Std. Deviation 6.7% 20%
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21 Another view of risk: Coefficient of Variation = Standard deviation Average return It measures risk per unit of return
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22 Which is riskier? Asset AAsset B Avg. Return8% 20% Std. Deviation 6.7% 20% Coefficient of Variation 0.84 1.00
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23 Capital Asset Pricing Model Required Rate of Return = R f + Risk Premium Risk Premium = Market Price of Risk + Nondiversifiable risk Risk Premium = (K m – R f )β Required Rate of Return = R f + (K m – R f )β
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24 Capital Asset Pricing Model
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25 Overvalued and Undervalued
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26 Impact of Inflation
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