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stat.ME2026
A flexible class of latent variable models for the analysis of antibody response data
Emanuele Giorgi, Jonas Wallin
Existing approaches to modelling antibody concentration data are mostly based on finite mixture models that rely on the assumption that individuals can be divided into two distinct…
stat.ME2026
Scalable Ultra-High-Dimensional Quantile Regression with Genomic Applications
Hanqing Wu, Jonas Wallin, Iuliana Ionita-Laza
Modern datasets arising from social media, genomics, and biomedical informatics are often heterogeneous and (ultra) high-dimensional, creating substantial challenges for convention…