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How to fit a dataset with two independant variables (of different dimensions) and one dependant variable?

조회 수: 15(최근 30일)
Ashok Jacob
Ashok Jacob 15 Mar 2021
답변: Jeff Miller 16 Mar 2021
I need to fit data points of an Intensity-Duration-Frequency curve into a non-linear equation of the form
i=K*(T^a)/((t+b)^n)
where i is the intensity(dependant),T the return period(independant) and t the duration(independant).
K,a,b,n are the coefficients to be found.
t={ 1 2 4 5 10 12 15 24 36 48 }
T={2 5 10 25 50 100}
I was attempting nlinfit with the two independant variable data sets to be in one single matrix,but dimensions do not agree for the two.How would i fit these?

답변(1개)

Jeff Miller
Jeff Miller 16 Mar 2021
You need give nlinfit the corresponding 60 values of t and T. Something like this (but check the order of the resulting 60 points):
t=[ 1 2 4 5 10 12 15 24 36 48];
T=[2 5 10 25 50 100];
[t2, T2] = ndgrid(t,T);
t2 = reshape(t2,60,1);
T2 = reshape(T2,60,1);
% now pass t2 and T2 to nlinfit

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