23 citations · 99 across the 26 of their papers we have counts for
Showing 2019 · math.STShow all
2 papers · 2 filters
math.ST2019
The exact form of the 'Ockham factor' in model selection
Jonathan Rougier, Carey Priebe
We explore the arguments for maximizing the `evidence' as an algorithm for model selection. We show, using a new definition of model complexity which we term `flexibility', that ma…
math.ST2019★ 2 cited
Approximate Information Tests on Statistical Submanifolds
Michael W. Trosset, Carey E. Priebe
Parametric inference posits a statistical model that is a specified family of probability distributions. Restricted inference, e.g., restricted likelihood ratio testing, attempts t…