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Inferring feature importance with uncertainties with application to large genotype data.
PLoS Comput Biol. 2023 Mar 14;19(3):e1010963. doi: 10.1371/journal.pcbi.1010963. eCollection 2023 Mar.
PLoS Comput Biol. 2023.
PMID: 36917581
Free PMC article.
A new method for exploring gene-gene and gene-environment interactions in GWAS with tree ensemble methods and SHAP values.
Johnsen PV, Riemer-Sørensen S, DeWan AT, Cahill ME, Langaas M.
Johnsen PV, et al.
BMC Bioinformatics. 2021 May 4;22(1):230. doi: 10.1186/s12859-021-04041-7.
BMC Bioinformatics. 2021.
PMID: 33947323
Free PMC article.
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Saddlepoint approximations to score test statistics in logistic regression for analyzing genome-wide association studies.
Johnsen PV, Bakke Ø, Bjørnland T, DeWan AT, Langaas M.
Johnsen PV, et al.
Stat Med. 2023 Jul 20;42(16):2746-2759. doi: 10.1002/sim.9746. Epub 2023 Apr 24.
Stat Med. 2023.
PMID: 37094813
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