Happy to help - it is a great talk and looking forward to the paper 
I particularly like how we build a causal model while dealing with multiple mixing value, and PyMC3 really makes it easy with the imputation.
There is also a Multivariate version of the imputation model, looking forward for @nico to share that when ready.
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