This should look familiar:

$"$We will start with the most familiar linear regression, a straight$-$line fit to data. A straight$-$line fit is a model of the form

$y=ax+b^{\text{'}\text{'}}$

$($from the text in week $8)$

where $a$ is commonly known as the $,$ and b is commonly known as the