A B C D E F G H 1 Date IBM SP500 2 1/1/1990 24.65625 329.08 IBM Returns SP500 Returns TB3MS IBM EXRTN SP500 EXRTN
A | B | C | D | E | F | G | H | |
1 | Date | IBM | SP500 | |||||
2 | 1/1/1990 | 24.65625 | 329.08 | IBM Returns | SP500 Returns | TB3MS | IBM EXRTN | SP500 EXRTN |
3 | 2/1/1990 | 25.96875 | 331.89 | =(b3 - b2)/b2 * 1200 | =(c3 - c2)/c2 * 1200 | 7.74 | =d3 - f3 | =e3 - f3 |
4 | 3/1/1990 | 26.53125 | 339.94 | 25.99278 | 29.10603 | 7.9 | 18.09278 | 21.20603 |
5 | 4/1/1990 | 27.25 | 330.8 | 32.50883 | -32.2645 | 7.77 | 24.73883 | -40.0345 |
- | --- | --- | ||||||
381 | 8/1/2021 | 140.34 | 4522.68 | -5.27819 | 34.78839 | 0.05 | -5.32819 | 34.73839 |
a. Use Excel's data analysis to get descriptive statistics of IBM's stock prices and S&P500 index; the data are in columns B and C in the above table.
b. Use Excel's Data Analysis to get descriptive statistics for IBM's stock returns, S&P500 returns and three month treasury bill rate. The data are in columns D, E, and F in the above table. Print the descriptive stats, NOT the data.
c. Use Excel's data analysis to get the correlation and covariance matrices for IBM's stock prices and S&P500 index. In Excel click "data" then "data analysis" then select covariance or correlation. Select all data from columns B and C. Print the correlation and covariance matrices.
d. Use Excel's data analysis to get the correlation and to covariance matrices for IBM's stock returns, S&P500 returns, and three month treasury bill rate (data are in columns D, E, and F). Print the correlation and covariance matrices.
e. Use the correlation matrix from part d to determine which pair has the highest correlation.
f. Compare IBM's stock returns with S&P500 returns. We want to test if the mean returns for these two series are the same. Use Excel's "t-test: paired two sample for means" in data analysis to get the printout for the test and conduct the test with the 5% significance level.
g. Estimate a CAPM model using the following procedure: 1)calculate the excess returns of IBM (IBM Returns - Interest Rates) Put the difference in column G but do not print the data. 2) calculate the exess of S&P500 returns (S&P500 returns - Interest Rates) Put the differences in column H but do not print the data. 3) USe the excess returns of IBM (IBM Returns - treasury bill rate) as the dependent variable and excess returns of S&P500 (S&P500 Returns - treasury bill rate) as the independent variable to get Excel regression results. Print the regression results.
h. Write the regression model for the regression in part g and write the estimated equation.
i. Explain the estimated coefficients for the intercept and the slope in part g.
j. Test if the intercept in part g is different from zero with a 5% significance level.
k. Test if the slope in part g is greater than 1 with the 5% significance level. Note that the t statistic is t = b1 -1/sb1
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