9.1 Suppose that for a sample of size 101 the sample covariance matrix for a set of three variables which are purported to measure administrative ability (in the same units) is given by Find the sample principal components and their sample variances. Test the hypothesis that the variance of the first principal component is 8 (use a 5 percent level of significance).