linemodels: clustering effects based on linear relationships.
Where this comes from
- Record sourced from PubMed, PMID 36864614.
- Also identified by DOI 10.1093/bioinformatics/btad115 and PMC identifier 10005595.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
Estimation of effects of multiple explanatory variables on multiple outcome measures has become routine across life sciences with high-throughput molecular technologies. The linemodels R-package allows a probabilistic clustering of variables based on their observed effect sizes on two outcomes. An open source implementation in R available at github.com/mjpirinen/linemodels.
Medical subject headings
- Software