136 citations · 255 across the 15 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.CO2019★ 9 cited
Streamlined Computing for Variational Inference with Higher Level Random Effects
Tui H. Nolan, Marianne Menictas, Matt P. Wand
We derive and present explicit algorithms to facilitate streamlined computing for variational inference for models containing higher level random effects. Existing literature, such…
math.ST2019
Solutions to Multilevel Sparse Matrix Problems
Tui H. Nolan, Matt P. Wand
We define and solve classes of sparse matrix problems that arise in multilevel modeling and data analysis. The classes are indexed by the number of nested units, with two-level pro…