Using exp2 in fit

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Elizabeth
Elizabeth 2014-8-8
Hi there,
I managed to fit my data to exp2 pretty nicely using the code:
f1 = fit(z,Tz,'exp2');
I wanted to try something else, by fitting the same data into the sum of a linear and exponential function because I realized my first exponential in the 'exp2' fit is essentially linear, i.e. a*x + b*exp(c*x) + d
I defined the model as such, but the fit gave me a completely different line: model = @(a, b, c, d, x) a*x + b*exp( c*x ) + d; f2 = fit( z, Tz,model);
I have a feeling it has to do with my startpoint, reason being that when I tried: model = @(a, b, c, d, x) a*exp(b*x) + c*exp( d*x ); f2 = fit( z, Tz,model); I was getting some bad fitting as well.
So I guess my question is, how does fit(z, Tz, 'exp2') , figure out the startpoint and produces such a nice fit to my data?
Thanks! Elizabeth

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