Area calculation of a fitted gaussian curve

2 vues (au cours des 30 derniers jours)
Emanuele Gandola
Emanuele Gandola le 25 Jan 2016
Hallo everybody, and thanks in advance for the attention.
I have a vactor of numbers that represent a normalized distribution. Is very easy with the fit commad approximate with one or more gaussian curves the distribution.
Es.
f = fit(x.',y.','gauss2')
f = General model Gauss2:
f(x) = a1*exp(-((x-b1)/c1)^2) + a2*exp(-((x-b2)/c2)^2)
Coefficients (with 95% confidence bounds):
a1 = 0.03666 (0.02839, 0.04493)
b1 = 8.072 (7.821, 8.324)
c1 = 0.7271 (0.5048, 0.9495)
a2 = 0.06823 (0.06531, 0.07116)
b2 = 13.26 (12.95, 13.57)
c2 = 7.753 (7.358, 8.148)
a represent the amplitude, b the average and c the variance. In this way the two groups of coefficients represents two gaussian curves. Now I'd like to calculate the integral or an estimation of it, to know the weigth of each curve on the rappresentation.
Thanks a lot! Emanuele

Réponse acceptée

Torsten
Torsten le 25 Jan 2016

Plus de réponses (0)

Catégories

En savoir plus sur Linear and Nonlinear Regression dans Help Center et File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by