CAPM: an example of beta estimation
Estimation of market factors
Year Index Return Return deviation Return variance
(1) (2) (3) (4) (5)
pmt rmt= rmt−Sm (rmt−Sm)^2
1998 218
1999 230 0.055 (0.001) 0.0000
2000 248 0.078 0.022 0.0005
2001 250 0.008 (0.048) 0.0023
2002 282 0.128 0.072 0.0052
2003 297 0.053 (0.003) 0.0000
2004 288 (0.030) (0.086) 0.0074
2005 290 0.007 (0.049) 0.0024
2006 320 0.103 0.047 0.0022
2007 356 0.113 0.057 0.0032
2008 371 0.042 (0.014) 0.0002
0.557 0.0234
Sm==0.056, Var rm==0.0023
Estimation of beta of Ace plc
Covariance
Year Share price Return Return deviation with market
(1) (2) (3) (4) (5)
£pit rit−Si (rit−Si)(rmt−Sm)
1998 1.09
1999 1.20 0.101 (0.002) 0.0000
2000 1.33 0.108 0.005 0.0001
2001 1.40 0.053 (0.050) 0.0024
2002 1.80 0.286 0.183 0.0132
2003 1.99 0.106 0.003 (0.0000)
2004 1.81 (0.090) (0.193) 0.0166
2005 1.98 0.094 (0.009) 0.0004
2006 2.25 0.136 0.033 0.0016
2007 2.55 0.133 0.030 0.0017
2008 2.80 0.098 (0.005) 0.0001
1.025 0.0361
Si==0.103, Cov(i, M) ==0.0036
Since:
bi=Cov(i, M)
Var rm
0.0361
10
1.025
10
pit−pit− 1
pit− 1
0.0234
10
0.557
10
pmt−pmt− 1
pmt− 1
Solution
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