Estimation and inference in metabolomics with non-random missing data and latent factors

Chris McKennan, Carole Ober, Dan Nicolae

High throughput metabolomics data are fraught with both non-ignorable missing observations and unobserved factors that influence a metabolite's measured concentration, and it is we…