# Exercise Solution 3.17

has a singular covariance matrix because its components are linearly related.**W**has a non-singular covariance matrix. Although its components are related, that relationship in not linear.**V**has a non-singular covariance matrix because its components are not linearly related.**X**has a singular covariance matrix because its components are linearly related.*Y*