Linear algebra involved with GWAS and GS and how to code it in R
Table of Contents:
00:00 - Video 2: Linear algebra involved with GWAS and GS and how to code it in R
00:31 - Basics of Linear Algebra: Vectors and Matrices
01:46 - Basics of Linear Algebra: Transposing Vectors and Matrices
02:53 - Basics of Linear Algebra: Addition
03:37 - Basics of Linear Algebra: Matrix Multiplication
04:49 - Basics of Linear Algebra: Identity matrix
06:08 - Basics of Linear Algebra: Inversion
07:16 - How linear algebra is used behind the scenes in GWAS
08:00 - How linear algebra is used behind the scenes in GWAS
08:39 - How linear algebra is used behind the scenes in GWAS
08:56 - Ridge regression best linear unbiased prediction (RR-BLUP) for genomic selection
09:36 - GBLUP model is mathematically equivalent to the RR-BLUP model*
10:03 - GBLUP model is mathematically equivalent to the RR-BLUP model*
10:04 - GBLUP model is mathematically equivalent to the RR-BLUP model*
10:14 - GBLUP model is mathematically equivalent to the RR-BLUP model*