Consider the following notation:
X
Model matrix. See Model Matrix. Custom designs provide a script that shows the model matrix. See Save X Matrix.
σ2
Error variance.
Vector of least squares estimates of the parameters.
The ith row of X.
Using this notation, the predicted response for the ith row of X is given by:
The relative prediction variance at the settings defined by is given by: