I have a bimodal data set that looks something like this:
From this, I have been using the function fitgmdist to find the mixing porportions and means of the two peaks:
fit2 = fitgmdist(XM500,2)fit2 =Gaussian mixture distribution with 2 components in 1 dimensionsComponent 1:Mixing proportion: 0.418376Mean: 0.4316Component 2:Mixing proportion: 0.581624Mean: 0.2965
I can pull the amplitude of each peak from the data presented, but I would be unable to re-create the two curves without a standard deviation. Does anyone have experience in this and know how it may be possible?