Sampling Bernoulli + Exponential cannot reproduce original distribution

Questions
3

I’ve used that Gaussian as a proxy to:

  1. add some observational noise
  2. with it I could specify observed=data values - not sure how to do that on the switch directly

was that a wrong approach?