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General Kernel Machine Methods for Multi-Omics Integration and Genome-Wide Association Testing with Related Individuals.

Amarise Little,Ni Zhao,Anna Mikhaylova,Angela Zhang,Wodan Ling,Florian Thibord, Andrew D. Johnson,Laura M. Raffield,Joanne E. Curran,John Blangero,Jeffrey R. O'Connell,Huichun Xu,Jerome I. Rotter,Stephen S. Rich,Kenneth M. Rice,Ming-Huei Chen,Alexander Reiner,Charles Kooperberg, Thao Vu,Lifang Hou,Myriam Fornage,Ruth J. F. Loos,Eimear Kenny,Rasika Mathias,Lewis Becker,Albert V. Smith,Eric Boerwinkle,Bing Yu,Timothy Thornton,Michael C. Wu

GENETIC EPIDEMIOLOGY（2025）

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Key words
association testing,composite kernel,general linear regression,integrative analysis,kernel machine regression,multi-omics,variance component test
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