


y = ngauss(p, x, [y]) : multiple Gaussians
iFunc/ngauss multiple Gaussian fitting function
y = sum p(i)*exp(-0.5*((x-p(i+1))/p(i+2)).^2) + p(end);
The HalfWidth parameters are the Gaussian square root variances (Sigma).
The 'true' half width are thus 1.177*HalfWidth.
MODEL CREATION
You may build a model using any of:
ngauss('defaults') builds a 2 Gaussians model
ngauss(n) builds an n Gaussians model
ngauss and ngauss('gui') shows a Dialogue to enter the number of Gaussians.
ngauss([ ... ]) use a 3n+1 values parameters for n Gaussians
Reference: http://en.wikipedia.org/wiki/Gaussian_function
MODEL EVALUATION
input: p: multiple Gaussian model parameters (double)
p = [ Amplitude1 Centre1 HalfWidth1 ... BackGround ]
or 'guess'
x: axis (double)
y: when values are given and p='guess', a guess of the parameters is performed (double)
output: y: model value
ex: y=ngauss([1 0 1 0.5 2 0.5 0], -10:10); or plot(ngauss)
Version: Nov. 27, 2018
See also iFunc, iFunc/fits, iFunc/plot, nlorz
(c) E.Farhi, ILL. License: EUPL.