1 citations · 1 across the 3 of their papers we have counts for
3 papers
Principal Component Pursuit for Pattern Identification in Environmental Mixtures
Elizabeth A. Gibson, Junhui Zhang, Jingkai Yan +7
Environmental health researchers often aim to identify sources/behaviors that give rise to potentially harmful exposures. We adapted principal component pursuit (PCP)-a robust tech…
Bayesian non-parametric non-negative matrix factorization for pattern identification in environmental mixtures
Elizabeth A. Gibson, Sebastian T. Rowland, Jeff Goldsmith +3
Environmental health researchers may aim to identify exposure patterns that represent sources, product use, or behaviors that give rise to mixtures of potentially harmful environme…
Reflection on modern methods: Good practices for applied statistical learning in epidemiology
Yanelli Nunez, Elizabeth A. Gibson, Eva M. Tanner +4
Statistical learning (SL) includes methods that extract knowledge from complex data. SL methods beyond generalized linear models are being increasingly implemented in public health…