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weecology / LDATS

Latent Dirichlet Allocation coupled with Bayesian Time Series analyses
https://weecology.github.io/LDATS
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Incorporate uncertainty propagation between LDA and change point #5

Open juniperlsimonis opened 6 years ago

juniperlsimonis commented 6 years ago

currently, the best fit (by AIC) LDA is all that's passed to the change point model. we should consider propagating the full posterior distribution of the LDA through the change point model. in certain situations, the LDA may be uncertain enough that it impacts the change point model, and we want to be able to tease that apart.

juniperlsimonis commented 4 years ago

this should be accomplishable with #149 and incorporation of replicated runs of a given LDA_TS (perhaps replicates to show variability or variations of a cross validation schema)