Computationally scalable regression modeling for ultrahigh-dimensional omics data with ParProx.
Sign Up to like & getrecommendations! Published in 2021 at "Briefings in bioinformatics"
DOI: 10.1093/bib/bbab256
Abstract: Statistical analysis of ultrahigh-dimensional omics scale data has long depended on univariate hypothesis testing. With growing data features and samples, the obvious next step is to establish multivariable association analysis as a routine method to… read more here.
Keywords: dimensional omics; regression; analysis; omics data ... See more keywords
Complet+: a computationally scalable method to improve completeness of large-scale protein sequence clustering
Sign Up to like & getrecommendations! Published in 2023 at "PeerJ"
DOI: 10.7717/peerj.14779
Abstract: A major challenge for clustering algorithms is to balance the trade-off between homogeneity, i.e., the degree to which an individual cluster includes only related sequences, and completeness, the degree to which related sequences are broken… read more here.
Keywords: complet computationally; homogeneity; completeness; complet ... See more keywords