In: Statistics and Probability
You have data that is bivariate normal. Give estimates for the covariance matrix, mean vector, and correlation matrix. x_1=[3.7,-1.6,-.6,.8] and x_2=[.7,1.7,5, 7]
Let
Where
= Covariance matrix
X1 | X2 | X1^2 | X2^2 | X1*X2 |
3.7 | 0.7 | 13.69 | 0.49 | 2.59 |
-1.6 | 1.7 | 2.56 | 2.89 | -2.72 |
-0.6 | 5 | 0.36 | 25 | -3 |
0.8 | 7 | 0.64 | 49 | 5.6 |
2.3 | 14.4 | 17.25 | 77.38 | 2.47 |
Mean Vector is given by
Covariance matrix is given by
Correlation matrix is given by
Correlation matrix is given by