9 citations · 11 across the 3 of their papers we have counts for
4 papers
The power of A/B testing under interference
James D. Wilson, David T. Uminsky
In this paper, we address the fundamental statistical question: how can you assess the power of an A/B test when the units in the study are exposed to interference? This question i…
Topic supervised non-negative matrix factorization
Kelsey MacMillan, James D. Wilson
Topic models have been extensively used to organize and interpret the contents of large, unstructured corpora of text documents. Although topic models often perform well on traditi…
Monitoring communication outbreaks among an unknown team of actors in dynamic networks
Ross Sparks, James D. Wilson
This paper investigates the detection of communication outbreaks among a small team of actors in time-varying networks. We propose monitoring plans for known and unknown teams base…
An overview and perspective on social network monitoring
William H. Woodall, Meng J. Zhao, Kamran Paynabar +2
In this expository paper we give an overview of some statistical methods for the monitoring of social networks. We discuss the advantages and limitations of various methods as well…