Articles with "deepnull" as a keyword



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DeepNull models non-linear covariate effects to improve phenotypic prediction and association power

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Published in 2022 at "Nature Communications"

DOI: 10.1038/s41467-021-27930-0

Abstract: Genome-wide association studies (GWASs) examine the association between genotype and phenotype while adjusting for a set of covariates. Although the covariates may have non-linear or interactive effects, due to the challenge of specifying the model,… read more here.

Keywords: deepnull; non linear; covariate; power ... See more keywords