2 7. Create a dataset consisting of the points {,,,} and also three points made from the last 6 digits of your B-number. For example, if your B-number is B00123456, include the points {, ,}. We will use this dataset to compute the line of best fit according to total least squares. (a) Compute the average point p. (b) Compute the covariance matrix A for total least squares. (c) Compute the eigenvalues of A. (d) For the largest eigenvalue, find its corresponding eigenvector. Plot your data points and the line p+t, where is your eigenvector. 2 7. Create a dataset consisting of the points {,,,} and also three points made from the last 6 digits of your B-number. For example, if your B-number is B00123456, include the points {, ,}. We will use this dataset to compute the line of best fit according to total least squares. (a) Compute the average point p. (b) Compute the covariance matrix A for total least squares. (c) Compute the eigenvalues of A. (d) For the largest eigenvalue, find its corresponding eigenvector. Plot your data points and the line p+t, where is your eigenvector