Background Allergic sensitization is associated with severe asthma, but assessment of
sensitization is not recommended by most guidelines. Objective We hypothesized that …

Background There is a paucity of information about longitudinal patterns of IgE responses to
allergenic proteins (components) from multiple sources. Objectives This study sought to …

Audience segmentation could help improve the effectiveness of conservation interventions.
Marketers use audience segmentation to define the target audience of a campaign. The …

Background Previous studies which applied machine learning on multiplex component‐
resolved diagnostics arrays identified clusters of allergen components which are biologically …

Background It is unclear whether sensitization patterns differentiate children with severe
recurrent wheeze (SRW)/severe asthma (SA) from those with non‐severe recurrent wheeze …

Recent work on overfitting Bayesian mixtures of distributions offers a powerful framework for
clustering multivariate data using a latent Gaussian model which resembles the factor …

Recent advances on overfitting Bayesian mixture models provide a solid and straightforward
approach for inferring the underlying number of clusters and model parameters in …

Many studies have examined social determinants of health (SDoH) factors independently,
overlooking their interconnected and intersectional nature. Our study takes a multifactorial …

Research into statistical clustering techniques has grown tremendously in the past several
years due to advances in both theory and computational capability. Despite this growth …

Parallel tempering and dimension reduction schemes for Bayesian estimation of multivariate
mixture models with unknown number of Page 1 Parallel tempering and dimension reduction …