This video is a small part of a larger course, go to big-bio.org to see the full course.
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TWAS Models
Dimensionality Reduction
PCR
Linear Algebra Definitions
Hardy Weinberg Equilibrium
PCA in Genomics
Inbreeding
From Individuals to Populations
Concluding Remarks and Questions
Sequencing by Synthesis
Expression Data
Questions
eQTL Analysis
Matrix Decompositions
Addition, Subtraction, and Multiplication
Principal Component Analysis
FASTQ Format
Mathematics of PCA
Minor Allele Frequency
Life with a Capital L