167 citations · 825 across the 73 of their papers we have counts for
4 papers · 2 filters
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…
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…
Efficient moment calculations for variance components in large unbalanced crossed random effects models
Katelyn Gao, Art B. Owen
Large crossed data sets, described by generalized linear mixed models, have become increasingly common and provide challenges for statistical analysis. At very large sizes it becom…