qWe have N paired data point (xi, yi) that we want to approximate their relationship with a linear
regression:
q
qThe errors produced by this linear approximation can be estimated
as:
q
q
q
qThe least square linear fit chooses
coefficients a and b to produce a minimum value of the error Q.