Correlation
and Regression
qRecall in the linear regression, we
show that:
q
q
q
q
q
qWe also know:
q
q
q
qIt turns out that
the fraction of the
variance of y
explained by linear
regression
The square of the correlation coefficient is equal to the fraction of variance explained by a
linear least-squares fit between two variables.