A teacher wants to predict student marks in Specialist Mathematics based on their General Mathematics marks. Using data from 9 students, the linear model is written as a matrix equation. The least squares estimate of the parameters and sample variance are calculated. The standardized residuals and Cook's distances for all students are also calculated to help predict the Specialist Mathematics mark for a student who scored 90 in General Mathematics.