Example 7.  Find the least squares polynomial fits of degree n = 2, 3, 4, 5 for the points [Graphics:Images/LeastSqPolyMod_gr_86.gif].

Solution 7.

Use Mathematica to find the least squares polynomial of degree n = 2.

[Graphics:../Images/LeastSqPolyMod_gr_87.gif]

[Graphics:../Images/LeastSqPolyMod_gr_88.gif]

[Graphics:../Images/LeastSqPolyMod_gr_89.gif]

Use Mathematica to find the least squares polynomial of degree n = 3.

[Graphics:../Images/LeastSqPolyMod_gr_90.gif]

[Graphics:../Images/LeastSqPolyMod_gr_91.gif]

[Graphics:../Images/LeastSqPolyMod_gr_92.gif]

Use Mathematica to find the least squares polynomial of degree n = 4.

[Graphics:../Images/LeastSqPolyMod_gr_93.gif]

[Graphics:../Images/LeastSqPolyMod_gr_94.gif]

[Graphics:../Images/LeastSqPolyMod_gr_95.gif]

Use Mathematica to find the least squares polynomial of degree n = 5.

[Graphics:../Images/LeastSqPolyMod_gr_96.gif]

[Graphics:../Images/LeastSqPolyMod_gr_97.gif]

[Graphics:../Images/LeastSqPolyMod_gr_98.gif]

Remark.  The points were obtained from  [Graphics:../Images/LeastSqPolyMod_gr_99.gif]  which is not polynomial.  

[Graphics:../Images/LeastSqPolyMod_gr_100.gif]


[Graphics:../Images/LeastSqPolyMod_gr_101.gif]

Graph all the curves, just for a comparison.

[Graphics:../Images/LeastSqPolyMod_gr_102.gif]

[Graphics:../Images/LeastSqPolyMod_gr_103.gif]

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

(c) John H. Mathews 2004