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FaST linear mixed models for genome-wide association studies

Published on Jan 23, 20124942 Views

Christoph Lippert

We describe FaST-LMM, a linear mixed model for genome-wide association studies that scales linearly in the number of individuals in both runtime and memory use. Our algorithm is an order of magnitude

From Statistical Genetics to Predictive Models in Personalized Medicine

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CosmologyLinear Models

Chapter list

FaST linear mixed models for genome-wide association studies00:00
Genome wide association studies (GWAS) - 100:08
Genome wide association studies (GWAS) - 200:18
Population strati cation - 100:33
Population strati cation - 200:51
Population strati cation - 300:52
Linear mixed models (LMM) - 100:59
Linear mixed models (LMM) - 201:10
Linear mixed models (LMM) - 301:14
Linear mixed models (LMM) - 401:20
FaST linear mixed models - 101:33
FaST linear mixed models - 201:46
FaST linear mixed models - 302:05
FaST linear mixed models - 402:09
FaST linear mixed models - 502:13