Re: Can Fit give function coefficients?
- To: mathgroup at smc.vnet.net
- Subject: [mg31109] Re: [mg31091] Can Fit give function coefficients?
- From: Yas <y.tesiram at pgrad.unimelb.edu.au>
- Date: Wed, 10 Oct 2001 03:43:22 -0400 (EDT)
- Sender: owner-wri-mathgroup at wolfram.com
Brett,
There is a package to be loaded
<<Statistics`NonlinearFit` or
Needs["Statistics`NonlinearFit`"].
Here is an example notebook.
Yas
In[484]:=
Needs["Statistics`NonlinearFit`"]
t1 = Transpose[{Table[i, {i, 1, 30, 1}],
Sort[Table[#^2 + #^3 & /@ Random[], {30}]]}]
pl1 = ListPlot[%]
Out[485]=
{{1, 0.0173895}, {2, 0.0452705}, {3, 0.0471224}, {4, 0.0527532}, {5,
0.0590508}, {6, 0.251541}, {7, 0.25277}, {8, 0.33263}, {9,
0.354698}, {10,
0.373157}, {11, 0.438978}, {12, 0.475671}, {13, 0.51338}, {14,
0.547329}, {15, 0.578411}, {16, 0.633263}, {17, 0.637261}, {18,
0.648054}, {19, 0.708385}, {20, 0.711827}, {21, 0.721435}, {22,
0.72521}, {23, 0.728441}, {24, 0.748109}, {25, 0.84003}, {26,
0.852321}, {27, 0.899275}, {28, 0.906972}, {29, 0.924361}, {30,
0.962291}}
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Out[486]=
\[SkeletonIndicator]Graphics\[SkeletonIndicator]
In[496]:=
y1[x_] := 2 x^2
y2[x_] := 3 x^3
pl2 = Fit[t1, {1, y1[x], y2[x]}, x]
NonlinearRegress[t1, a2 + b2 y1[x] + c2 y2[x], {x}, {a2, b2, c2}]
Out[498]=
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Out[499]=
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On Tuesday, October 9, 2001, at 03:55 PM, Brett Patterson wrote:
> I have a set of functions that I wish to fit to some data.
> Is there a way to succinctly get Mathematica to give me
> the coefficients of these functions in the fit.
>
> For example, say I have
> f1[x_] := 2 x^2
> f2[x_] := 3 x^3
>
> Normally, if I say: Fit[data, {1, f1[x], f2[x]}, x]
> I get a result in the form: a1 + b1 x^2 + c1 x^3,
> but I want a result of the form: a2 + b2 f1[x] + c2 f1[x].
> In this case, a2 = a1, b2 = b1/2, and c2 = c1/3.
>
> Is this possible?
>
> Regards,
> Brett Patterson
>