145 citations · 359 across the 24 of their papers we have counts for
4 papers · 1 filter
Partial Information Framework: Model-Based Aggregation of Estimates from Diverse Information Sources
Ville A. Satopää, Shane T. Jensen, Robin Pemantle +1
Prediction polling is an increasingly popular form of crowdsourcing in which multiple participants estimate the probability or magnitude of some future event. These estimates are t…
Variable selection for BART: An application to gene regulation
Justin Bleich, Adam Kapelner, Edward I. George +1
We consider the task of discovering gene regulatory networks, which are defined as sets of genes and the corresponding transcription factors which regulate their expression levels.…
Bayesian testing of many hypotheses many genes: A study of sleep apnea
Shane T. Jensen, Ibrahim Erkan, Erna S. Arnardottir +1
Substantial statistical research has recently been devoted to the analysis of large-scale microarray experiments which provide a measure of the simultaneous expression of thousands…
An Alternative Prior Process for Nonparametric Bayesian Clustering
Hanna M. Wallach, Shane T. Jensen, Lee Dicker +1
Prior distributions play a crucial role in Bayesian approaches to clustering. Two commonly-used prior distributions are the Dirichlet and Pitman-Yor processes. In this paper, we in…