Linear Regression, Regression Analysis, Matrix Algebra.
is the regression line that is used to estimate y for given values of x. The regression line is plotted in figure 2. The line gives ŷ (pronounced y-hat), the predicted values of y, for different values of x. Some of the observed values of y are above the regression line and some are below. The