Richard Samworth - Efficient multivariate entropy estimation with hints of an application to testing shape constraints
The estimator expressing the estimator as a mean has a lot of data-independentquantities, including the term with the digamma function, inside the log, and in turn inside the sum. Is there a reason not to pull them out?
One could certainly pull them out. I only put them together to make a more compact expression.