144 citations · 524 across the 36 of their papers we have counts for
Showing math.STShow all
3 papers · 1 filter
math.ST2023★ 1 cited
A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing
Kevin H. Huang, Xing Liu, Andrew B. Duncan +1
We prove a convergence theorem for U-statistics of degree two, where the data dimension is allowed to scale with sample size . We find that the limiting distribution of a U-…
math.ST2020
BART-based inference for Poisson processes
Stamatina Lamprinakou, Mauricio Barahona, Seth Flaxman +3
The effectiveness of Bayesian Additive Regression Trees (BART) has been demonstrated in a variety of contexts including non-parametric regression and classification. A BART scheme…
math.ST2006★ 51 cited
Sequential Implementation of Monte Carlo Tests with Uniformly Bounded Resampling Risk
Axel Gandy
This paper introduces an open-ended sequential algorithm for computing the p-value of a test using Monte Carlo simulation. It guarantees that the resampling risk, the probability o…