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Natalia Zemlianskaia

1 paper hereh-index 439 citations5 works total

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most citedA scalable hierarchical lasso for gene-environment interactions

5 citations · 5 across the 1 of their papers we have counts for

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1 paper

stat.ME2021★ 5 cited

A scalable hierarchical lasso for gene-environment interactions

Natalia Zemlianskaia, W. James Gauderman, Juan Pablo Lewinger

We describe a regularized regression model for the selection of gene-environment (GxE) interactions. The model focuses on a single environmental exposure and induces a main-effect-…

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