Investments, tenth edition



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      The Covariance Matrix 

 To capture recent risk parameters the manager compiles an array of 60 recent monthly 

(annualized) rates of return, as well as the monthly T-bill rates for the same period. 

 The standard deviations of excess returns are shown in  Spreadsheet 7A.1  (column C). 

They range from 14.93% (U.K. large stocks) to 22.7% (Germany). For perspective on how 

these parameters can change over time, standard deviations for the period 1991–2000 are 

also shown (column B). In addition, we present the correlation coefficient between large 

stocks in the six foreign markets with U.S. large stocks for the same two periods. Here we 

see that correlations are higher in the more recent period, consistent with the process of 

globalization. 

 The covariance matrix shown in  Spreadsheet 7A.2  was estimated from the array of 60 

returns of the seven countries using the COVARIANCE function from the dialog box of 

 Data Analysis  in Excel’s Tools menu. Due to a quirk in the Excel software, the covariance 

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6/18/13   8:12 PM

6/18/13   8:12 PM

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  Optimal Risky Portfolios 



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