167 citations · 825 across the 73 of their papers we have counts for
6 papers · 1 filter
Combining randomized field experiments with observational satellite data to assess the benefits of crop rotations on yields
Dan M. Kluger, Art B. Owen, David B. Lobell
With climate change threatening agricultural productivity and global food demand increasing, it is important to better understand which farm management practices will maximize crop…
What makes you unique?
Benjamin B. Seiler, Masayoshi Mase, Art B. Owen
This paper proposes a uniqueness Shapley measure to compare the extent to which different variables are able to identify a subject. Revealing the value of a variable on subject …
Multiple hypothesis testing adjusted for latent variables, with an application to the AGEMAP gene expression data
Yunting Sun, Nancy R. Zhang, Art B. Owen
In high throughput settings we inspect a great many candidate variables (e.g., genes) searching for associations with a primary variable (e.g., a phenotype). High throughput hypoth…
Empirical stationary correlations for semi-supervised learning on graphs
Ya Xu, Justin S. Dyer, Art B. Owen
In semi-supervised learning on graphs, response variables observed at one node are used to estimate missing values at other nodes. The methods exploit correlations between nearby n…
Bi-cross-validation of the SVD and the nonnegative matrix factorization
Art B. Owen, Patrick O. Perry
This article presents a form of bi-cross-validation (BCV) for choosing the rank in outer product models, especially the singular value decomposition (SVD) and the nonnegative matri…
The pigeonhole bootstrap
Art B. Owen
Recently there has been much interest in data that, in statistical language, may be described as having a large crossed and severely unbalanced random effects structure. Such data…