Introduction of Statistical Models for GWAS and GS

Описание к видео Introduction of Statistical Models for GWAS and GS

Table of Contents:

00:00 - Video 1: Introduction of statistical models used for GWAS and GS
00:44 - Genome-wide association study (GWAS)
02:24 - Genomic selection (GS)
07:16 - Statistical model used to obtain best linear unbiased predictions (BLUPs)
09:10 - Statistical model used to obtain best linear unbiased estimators (BLUEs)
10:24 - Genetic diversity can lead to false positives in a GWAS
13:01 - Mixed models reduce false positives in GWAS
13:51 - Basic GS statistical model
14:38 - Issues with n << p
15:22 - Ridge regression best linear unbiased prediction (RR-BLUP) for genomic selection
16:35 - Assumptions of the error terms

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