167 citations · 825 across the 73 of their papers we have counts for
8 papers · 1 filter
Multibrand geographic experiments
Art B. Owen, Tristan Launay
In a geographic experiment to measure advertising effectiveness, some regions (hereafter GEOs) get increased advertising while others do not. This paper looks at running such…
Refiltering hypothesis tests to control sign error
Art B. Owen
A common, though not recommended statistical practice is to report confidence intervals if and only if they exclude a null value of 0. The resulting filtered confidence intervals g…
Estimation and Inference for Very Large Linear Mixed Effects Models
K. Gao, A. B. Owen
Linear mixed models with large imbalanced crossed random effects structures pose severe computational problems for maximum likelihood estimation and for Bayesian analysis. The cost…
Detecting Multiple Replicating Signals using Adaptive Filtering Procedures
Jingshu Wang, Lin Gui, Weijie J. Su +2
Replicability is a fundamental quality of scientific discoveries: we are interested in those signals that are detectable in different laboratories, study populations, across time e…
On Shapley value for measuring importance of dependent inputs
Art B. Owen, Clémentine Prieur
This paper makes the case for using Shapley value to quantify the importance of random input variables to a function. Alternatives based on the ANOVA decomposition can run into con…
Quasi-Monte Carlo for an Integrand with a Singularity along a Diagonal in the Square
Kinjal Basu, Art B. Owen
Quasi-Monte Carlo methods are designed for integrands of bounded variation, and this excludes singular integrands. Several methods are known for integrands that become singular on…