Provide the reagents necessary to carry out the following conversion. 
Definitions:
Residual
A specific measurement of the difference between an observed value and the value predicted by a model.
Variation Explained
The proportion of the total variability in a dataset that is accounted for by the statistical model used to describe it.
Academic Performance
Refers to how well a student is accomplishing their tasks and studies.
Multiple Regression
An analytical approach to examining how a dependent variable is influenced by two or more independent variables.
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