91 citations · 131 across the 8 of their papers we have counts for
4 papers · 1 filter
Valid predictions of random quantities in linear mixed models
Nicholas Syring, Fernando Miguez, Jarad Niemi
In applications of linear mixed-effects models, experimenters often desire uncertainty quantification for random quantities, like predicted treatment effects for unobserved individ…
Robust posterior inference for Youden's index cutoff
Nicholas Syring
Youden's index cutoff is a classifier mapping a patient's diagnostic test outcome and available covariate information to a diagnostic category. Typically the cutoff is estimated in…
Robust and rate-optimal Gibbs posterior inference on the boundary of a noisy image
Nicholas Syring, Ryan Martin
Detection of an image boundary when the pixel intensities are measured with noise is an important problem in image segmentation, with numerous applications in medical imaging and e…
Calibrating general posterior credible regions
Nicholas Syring, Ryan Martin
An advantage of methods that base inference on a posterior distribution is that credible regions are readily obtained. Except in well-specified situations, however, there is no gua…