topic Re: Normal Mixture Clustering - force SDs to be equal? in Discussions

Normal Mixture Clustering - force SDs to be equal?

cea5320 — Fri, 09 Jun 2023 00:28:03 GMT

Hello,

Is there a way to force the standard deviations between clusters to be equal when doing the normal mixtures clustering analysis?

Thanks for any help!

Carmen Annevelink

Re: Normal Mixture Clustering - force SDs to be equal?

Mark_Bailey — Fri, 29 Jan 2021 13:29:38 GMT

The documentation does not indicate any way to constrain the individual normal distributions to have identical standard deviations. You can force the distributions to be independent, but that is not helpful in this case.

You can observe the estimated standard deviations of each distribution in the mixture after fitting this model.