Hello, I am new to probabilistic modeling/programming so please forgive me if I am using the wrong (or weird) terms. For my research I am trying to model IR spectra by considering them as a summation of peaks, a baseline model and residual noise. The peak shapes and baseline model will evolve into…

I have looked at the two links, but I think the problems solved are different from the one I am trying to solve. The number of classes is known and fixed (2 or 4 in my case) Per spectrum I know the label Y (to which class the spectrum belongs) In the end, the goal is to introduce shared variables…

Switching between class distributions

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Gon_F January 11, 2020, 4:58am 2

Hello. This is definitely possible, and I think you need to utilize a Dirichlet prior to make this work. Look through these two resources for a primer, link1 and link2.

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Switching between class distributions

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