Question

In: Statistics and Probability

The table below gives the annual total returns on Global Balanced Index Fund from 1999 to...

The table below gives the annual total returns on Global Balanced Index Fund from 1999 to 2008. The returns are in the local currency. Use the information in this table to answer the following questions:

Table 1: Global Balanced Index Fund Total Returns, 1999-2008

Year

Return

1999

50.21%

2000

-2.18%

2001

12.04%

2002

26.87%

2003

49.90%

2004

24.32%

2005

45.20%

2006

-5.53%

2007

-13.75%

2008

-39.06%

  1. (5.0 pts) Calculate the mean absolute deviation (MAD).

Calculation of MAD for Germany Index Total Returns, 1999-2008

Year

Return

1999

50.21%

2000

-2.18%

2001

12.04%

2002

26.87%

2003

49.90%

2004

24.32%

2005

45.20%

2006

-5.53%

2007

-13.75%

2008

-39.06%

  1. (4.0 pts) Calculate the variance.

Solution

Calculation of Variance for Germany Index Total Returns, 1999-2008

Year

Return

1999

50.21%

2000

-2.18%

2001

12.04%

2002

26.87%

2003

49.90%

2004

24.32%

2005

45.20%

2006

-5.53%

2007

-13.75%

2008

-39.06%

                       

           

                                                                                   

  1. (2.0 pts) Calculate the standard deviation.

Solution

           

  1. (4.0 pts) Calculate the semi variance (the average squared deviation below the mean), a measure of downward risk.

Solution:

Solutions

Expert Solution

a)

Year Return abs deviation
1999 50.21% 0.35408
2000 -2.18% 0.16982
2001 12.04% 0.02762
2002 26.87% 0.12068
2003 49.90% 0.35098
2004 24.32% 0.09518
2005 45.20% 0.30398
2006 -5.53% 0.20332
2007 -13.75% 0.28552
2008 -39.06% 0.53862
mean MAD
14.80% 24.50%

mean = 14.80%

MAD = 24.5%

b)

Year Return abs deviation error^2
1999 50.21% 0.35408 0.125373
2000 -2.18% 0.16982 0.028839
2001 12.04% 0.02762 0.000763
2002 26.87% 0.12068 0.014564
2003 49.90% 0.35098 0.123187
2004 24.32% 0.09518 0.009059
2005 45.20% 0.30398 0.092404
2006 -5.53% 0.20332 0.041339
2007 -13.75% 0.28552 0.081522
2008 -39.06% 0.53862 0.290112
mean MAD Variance
14.80% 24.50% 0.089684

variance = sum of error^2 / (n-1)

= 0.089684

c)

standard deviation = sqrt(variance) =

0.299474

d)

Return Return less than mean
-39.06% -39.06%
-13.75% -13.75%
-5.53% -5.53%
-2.18% -2.18%
12.04% 12.04%
24.32%
26.87% semi variance
45.20% 0.035624473
49.90%
50.21%

formulas used in Excel

Year Return abs deviation error^2
1999 0.5021 =ABS(B2-$B$13) =C2*C2
2000 -0.0218 =ABS(B3-$B$13) =C3*C3
2001 0.1204 =ABS(B4-$B$13) =C4*C4
2002 0.2687 =ABS(B5-$B$13) =C5*C5
2003 0.499 =ABS(B6-$B$13) =C6*C6
2004 0.2432 =ABS(B7-$B$13) =C7*C7
2005 0.452 =ABS(B8-$B$13) =C8*C8
2006 -0.0553 =ABS(B9-$B$13) =C9*C9
2007 -0.1375 =ABS(B10-$B$13) =C10*C10
2008 -0.3906 =ABS(B11-$B$13) =C11*C11
mean MAD var sd
=AVERAGE(B2:B11) =AVERAGE(C2:C11) =SUM(D2:D11)/(9) =SQRT(D13)

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