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Your solution may be ill-conditioned. Plot your data and it appears nearly
linear. If you fit using only two parameters (slope & intercept) you get a = -9.62307E-05 b = 0.000329459 2499.89 -0.24042 -0.240236766 3.35746E-08 4499.83 -0.43274 -0.432692441 2.26186E-09 6499.77 -0.62507 -0.625148116 6.10209E-09 8999.69 -0.86558 -0.865717228 1.88316E-08 11499.83 -1.10609 -1.106307511 4.73112E-08 13499.91 -1.29861 -1.298776658 2.7775E-08 15999.74 -1.53922 -1.53933711 1.37148E-08 18499.93 -1.7798 -1.779932205 1.74781E-08 20500.05 -1.972495 -1.972405201 8.06385E-09 21999.93 -2.11685 -2.11673974 1.21573E-08 2499.89 -0.2404 -0.240236766 2.66453E-08 4499.83 -0.43274 -0.432692441 2.26186E-09 6499.77 -0.62507 -0.625148116 6.10209E-09 8999.69 -0.865535 -0.865717228 3.32071E-08 11499.83 -1.106125 -1.106307511 3.33104E-08 13499.91 -1.29861 -1.298776658 2.7775E-08 15999.74 -1.539235 -1.53933711 1.04265E-08 18499.93 -1.77985 -1.779932205 6.75762E-09 20500.05 -1.97241 -1.972405201 2.30297E-11 21999.93 -2.11683 -2.11673974 8.14689E-09 2499.89 -0.24043 -0.240236766 3.73393E-08 4499.83 -0.43277 -0.432692441 6.01539E-09 6499.77 -0.62515 -0.625148116 3.55003E-12 8999.69 -0.865625 -0.865717228 8.50604E-09 11499.83 -1.106175 -1.106307511 1.75593E-08 13499.91 -1.29868 -1.298776658 9.34286E-09 15999.74 -1.53924 -1.53933711 9.43036E-09 18499.93 -1.779895 -1.779932205 1.38419E-09 20500.05 -1.97244 -1.972405201 1.21097E-09 21999.93 -2.11684 -2.11673974 1.00521E-08 4.4277E-07 Where the third column is the linear model and the fourth column is the square of the error. It may not be meaningful to go beyond two parameters. -- Gary''s Student "JimK" wrote: The Linest Function has severe errors when curve fitting my data as follows: X Y 2499.89 -0.240420 4499.83 -0.432740 6499.77 -0.625070 8999.69 -0.865580 11499.83 -1.106090 13499.91 -1.298610 15999.74 -1.539220 18499.93 -1.779800 20500.05 -1.972495 21999.93 -2.116850 2499.89 -0.240400 4499.83 -0.432740 6499.77 -0.625070 8999.69 -0.865535 11499.83 -1.106125 13499.91 -1.298610 15999.74 -1.539235 18499.93 -1.779850 20500.05 -1.972410 21999.93 -2.116830 2499.89 -0.240430 4499.83 -0.432770 6499.77 -0.625150 8999.69 -0.865625 11499.83 -1.106175 13499.91 -1.298680 15999.74 -1.539240 18499.93 -1.779895 20500.05 -1.972440 21999.93 -2.116840 D C B A 4.384643E-17 -4.849642E-12 -9.613158E-05 -7.173873E-05 If you change the first 'Y' value to -0.240419 (the real value), the Linest Equation blows up and is wrong, (Value of 'D' is zero). The results are below: D C B A 0 -4.83784E-12 -9.61317E-05 8.03804E-05 Is there any fix by Microsoft in the works or is there something I can do to ensure data sent to the customer is correct? -- Jim National Research Council of Canada |
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