Fitting a deeply-nested hierarchical model to a large book review dataset using a moment-based estimator

Ningshan Zhang, Kyle Schmaus, Patrick O. Perry

We consider a particular instance of a common problem in recommender systems: using a database of book reviews to inform user-targeted recommendations. In our dataset, books are ca…