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Repo for "Fast Lasso Method for Large-scale and Ultrahigh-dimensional Cox Model with Applications to UK Biobank"

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snpnet-Cox-paper

This GitHub repository contains the snpnet-Cox results decribed in "Fast Lasso Method for Large-scale and Ultrahigh-dimensional Cox Model withApplications to UK Biobank"

See results for the results obtained from snpnet runs on 330 time-to-event phenotypes (306 without NAs).

The file snpnetCox.map.tsv contains the UK Biobank code, the number of cases, the number of controls, a description and the ICD 10 of the phenotypes.

The other files have the name (ukbcode).coefficients.tsv, which contains the variants selected by snpnet-Cox for that phenotype, as well as the corresponding coefficients.

We made a web app to visualize these results. It can be found here

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Repo for "Fast Lasso Method for Large-scale and Ultrahigh-dimensional Cox Model with Applications to UK Biobank"

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