167 citations · 825 across the 73 of their papers we have counts for
81 papers
Double machine learning and design in batch adaptive experiments
Harrison H. Li, Art B. Owen
We consider an experiment with at least two stages or batches and subjects per batch. First, we propose a semiparametric treatment effect estimator that efficiently pools in…
Computable error bounds for quasi-Monte Carlo using points with non-negative local discrepancy
Michael Gnewuch, Peter Kritzer, Art B. Owen +1
Let be a completely monotone integrand as defined by Aistleitner and Dick (2015) and let points hav…
Gain coefficients for scrambled Halton points
Art B. Owen, Zexin Pan
Randomized quasi-Monte Carlo, via certain scramblings of digital nets, produces unbiased estimates of with a variance th…
Consistent and Scalable Composite Likelihood Estimation of Probit Models with Crossed Random Effects
Ruggero Bellio, Swarnadip Ghosh, Art B. Owen +1
Estimation of crossed random effects models commonly requires computational costs that grow faster than linearly in the sample size , often as fast as , making them…
Scalable solution to crossed random effects model with random slopes
Disha Ghandwani, Swarnadip Ghosh, Trevor Hastie +1
The crossed random effects model is widely used, finding applications in various fields such as longitudinal studies, e-commerce, and recommender systems, among others. However, th…
Mean dimension of radial basis functions
Christopher Hoyt, Art B. Owen
We show that generalized multiquadric radial basis functions (RBFs) on have a mean dimension that is as with an explicit bound for the implie…