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When performing linear regression, we need to compute several important quantities which will be used throughout our analysis. Unless otherwise specified when asked to make

When performing linear regression, we need to compute several important quantities which will be used throughout our analysis. Unless otherwise specified when asked to make a prediction please assume we are predicting y from x throughout this assignment. To help with our later analysis, we will begin by writing some of these functions and understanding what they can do for us. Question 1.1. Define a function standard_units that converts a given array to standard units. (3 points)

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