14 citations · 37 across the 19 of their papers we have counts for
4 papers · 1 filter
Consistency of Spectral Seriation
Amine Natik, Aaron Smith
Consider a random graph of size constructed according to a \textit{graphon} as follows. First embed vertices $V = \{v_1, v_2, \ldots…
Existence of matching priors on compact spaces
Haosui Duanmu, Daniel M. Roy, Aaron Smith
A matching prior at level is a prior such that an associated credible set is also a confidence set. We study the existence of matching priors for general families…
MCMC for Imbalanced Categorical Data
James E. Johndrow, Aaron Smith, Natesh Pillai +1
Many modern applications collect highly imbalanced categorical data, with some categories relatively rare. Bayesian hierarchical models combat data sparsity by borrowing informatio…
Benford-Newcomb Subsequences for Fraud Detection
Aaron Carl Smith
Benford's law is frequently used to evaluate the likihood that data is misrepresentative. Typically statistical tests measure the likihood. Another method of employing Benford's la…