Thank you all so much for your inputs. The paper said that this ensemble sampler is particularly helpful given the degree of missingness in their dataset. However, I dont think that reason is really satisfying in this case. Since the use of emcee is really straight forward, I am going to try both to see if there is a real difference. I will follow-up with the results in this post 
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