2 papers
stat.CO2018
An Asynchronous Distributed Expectation Maximization Algorithm For Massive Data: The DEM Algorithm
Sanvesh Srivastava, Glen DePalma, Chuanhai Liu
The family of Expectation-Maximization (EM) algorithms provides a general approach to fitting flexible models for large and complex data. The expectation (E) step of EM-type algori…
stat.ME2018
Bayesian monotonic errors-in-variables models with applications to pathogen susceptibility testing
Glen DePalma, Bruce A. Craig
Drug dilution (MIC) and disk diffusion (DIA) are the two most common antimicrobial susceptibility assays used by hospitals and clinics to determine an unknown pathogen's susceptibi…