88 citations · 243 across the 16 of their papers we have counts for
Showing 2015Show all
2 papers · 1 filter
stat.AP2015★ 1 cited
The Midpoint Mixed Model with a Missingness Mechanism (M5): A Likelihood-Based Framework for Quantification of Mass Spectrometry Proteomics Data (Preprint)
Jonathon O'Brien, Harsha Gunawardena, Xian Chen +2
Statistical models for proteomics data often estimate protein fold changes between two samples, A and B, as the average peptide intensity from sample A divided by the average pepti…
stat.AP2015
TPRM: Tensor partition regression models with applications in imaging biomarker detection
Michelle F. Miranda, Hongtu Zhu, Joseph G. Ibrahim
Medical imaging studies have collected high dimensional imaging data to identify imaging biomarkers for diagnosis, screening, and prognosis, among many others. These imaging data a…