chi2gof function does not work with Gaussian mixture model

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Anna Tuzova
Anna Tuzova 2020-6-24
编辑： Aditya Patil 2021-2-19
When I try to test the null hypothesis that the data in the vector x are obtained from the Gaussian mixture model using the chi-square matching criterion, I get an error.
x = [trnd(20,1,50) trnd(4,1,100)+3];
GMModel = fitgmdist(x',2);
h = chi2gof(x, 'CDF', GMModel)
Error using chi2gof (line 216)
The 'cdf' value must be a ProbDist object, a function handle, or a cell array containing a function handle.

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回答（1 个）

Aditya Patil
Aditya Patil 2021-2-19
编辑：Aditya Patil 2021-2-19
You need to pass a function handle of the cdf function, for example,
h = chi2gof(x,'cdf',{@normcdf,mean(x),std(x)})
For your example, it would be
x = [trnd(20,1,50) trnd(4,1,100)+3]';
GMModel = fitgmdist(x,2);
h = chi2gof(x, 'CDF', @(y)(GMModel.cdf(y')))

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