You are analyzing if institutional investors such as and pension funds prefer to hold shares of companies with less volatile returns. You have the percentage of shares held by institutional investors at the end of 1998 for a random sample of 750 companies. For these companies, you compute the standard deviation of daily returns during that year. Then you regress the institutional holdings on the standard deviation of returns. You find that the regression is significant at the 0.01 level and the F-statistic is 12.98. The R2 for this regression is 1.7 percent. As expected, the regression coefficient of the standard deviation of returns is negative. Its t-statistic is −3.60, which is also significant at the 0.01 level. Before concluding that institutions prefer to hold shares of less volatile stocks, however, you want to be sure that the regression results are not influenced by conditional heteroskedasticity. Therefore, you regress the squared residuals of the regression model on the standard deviation of returns. The R2 for this regression is 0.6 percent.
A. Perform a statistical test to determine if conditional heteroskedasticity is present.
B. In view of your answer to Part A, what remedial action, if any, is appropriate?
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