Example 4.  Computer derivation of the coefficients a and b for the "normal equations" for "Least Squares Lines"  [Graphics:Images/LeastSquaresLineMod_gr_104.gif].  
Solution 4.

[Graphics:../Images/LeastSquaresLineMod_gr_105.gif]
[Graphics:../Images/LeastSquaresLineMod_gr_106.gif]

Divide each summation term by 2.

[Graphics:../Images/LeastSquaresLineMod_gr_107.gif]
[Graphics:../Images/LeastSquaresLineMod_gr_108.gif]

Expand the terms in the first equation.

[Graphics:../Images/LeastSquaresLineMod_gr_109.gif]
[Graphics:../Images/LeastSquaresLineMod_gr_110.gif]

Distribute the summation over the term and obtain the "normal equations" for "Least Squares Line"  [Graphics:../Images/LeastSquaresLineMod_gr_111.gif].

[Graphics:../Images/LeastSquaresLineMod_gr_112.gif]
[Graphics:../Images/LeastSquaresLineMod_gr_113.gif]

Solve for  a  and  b.

[Graphics:../Images/LeastSquaresLineMod_gr_114.gif]
[Graphics:../Images/LeastSquaresLineMod_gr_115.gif]

 

 

 

 

 

 

 

 

 

 

 

 

(c) John H. Mathews 2003