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q-bio.GN2022
Redundancy-aware unsupervised ranking based on game theory -- application to gene enrichment analysis
Chiara Balestra, Carlo Maj, Emmanuel Mueller +1
Gene set collections are a common ground to study the enrichment of genes for specific phenotypic traits. Gene set enrichment analysis aims to identify genes that are over-represen…
stat.ME2022
Boosting Multivariate Structured Additive Distributional Regression Models
Annika Strömer, Nadja Klein, Christian Staerk +2
We develop a model-based boosting approach for multivariate distributional regression within the framework of generalized additive models for location, scale, and shape. Our approa…