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Re: Non linear model fitting with an integral model
On 3/12/12 at 4:07 AM, juan.baselga at gmail.com (Juan Baselga) wrote: >Hello, I'm new user of Mathemetica. I'm trying to fit data to a >model, that is defined by an integral, using NonlinearModelFit. The >integral contains the parameter I'm looking for. When I set a >particular value for the parameter, NIntegrate works well giving an >estimate of the integral value; but when I define the model within >the fitting algorithm, the integral cannot be numerically evaluated >since it contains the non-numerical parameter giving the "inumr" >error message. Do anyone know how to fit data with model parameters >contained in an integral that must be numerically evaluated? It is difficult to know exactly what the issue is that you are having when you don't provide code showing what you are doing. I will offer a guess. The typical problem with using NIntegrate in the fashion you describe is Mathematica attempts to perform the integration before the fitting routing supplies numerical values for the key variables. The solution is to define the function being integrated so that it only evaluates with numerical input. For example: If I define f as f[x_]:= x^2 This will evaluate for any x including symbolic values. As a result (depending on details of your code) Mathematica can attempt to evaluate this before x is given a numeric value. But by defining f as: f[x_?NumericQ]:=x^2 Mathematica will only evaluate f when x is given a numeric value. My suggestion would be to add the pattern test ?NumericQ to you function definitions and see if this fixes your problem. If it doesn't you will need to supply more details of your specific problem.