41 citations · 73 across the 33 of their papers we have counts for
4 papers · 1 filter
Joint and individual analysis of breast cancer histologic images and genomic covariates
Iain Carmichael, Benjamin C. Calhoun, Katherine A. Hoadley +8
A key challenge in modern data analysis is understanding connections between complex and differing modalities of data. For example, two of the main approaches to the study of breas…
Uncertainty Quantification in Ensembles of Honest Regression Trees using Generalized Fiducial Inference
Suofei Wu, Jan Hannig, Thomas C. M. Lee
Due to their accuracies, methods based on ensembles of regression trees are a popular approach for making predictions. Some common examples include Bayesian additive regression tre…
A Note on Optimal Sampling Strategy for Structural Variant Detection Using Optical Mapping
Weiwei Li, Jan Hannig, Corbin Jones
Structural variants compose the majority of human genetic variation, but are difficult to assess using current genomic sequencing technologies. Optical mapping technologies, which…
The EAS approach for graphical selection consistency in vector autoregression models
Jonathan P Williams, Yuying Xie, Jan Hannig
As evidenced by various recent and significant papers within the frequentist literature, along with numerous applications in macroeconomics, genomics, and neuroscience, there conti…