Hello,
Is there any way to combine two (or more) separate Gaussian Components into one?
clear; close all; clc;
N = 25;
D = 2;
X = randn(N,D);
Y = randn(N,D)+2;
muX = mean(X,1)
SX = cov(X)
muY = mean(Y,1)
SY = cov(Y)
GX = gmdistribution(muX,SX,1)
GY = gmdistribution(muY,SY,1)
GC = ???????????????(GX,GY);
I would like to get output like this:
GC =
Gaussian mixture distribution with 2 components in 2 dimensions
Component 1:
Mixing proportion: 0.500000
Mean: -0.0017 -0.1167
Component 2:
Mixing proportion: 0.500000
Mean: -0.0037 0.1367
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