Imputation and its importance in GWAS (Lecture 6)
The sixth of a series of seven H3ABioNet online lectures for Genome Wide Association Studies (GWAS) will introduce the fundamentals of genotype imputation and its importance in GWAS. This lecture will cover the reference panels, file formats, algorithms and tools commonly used for imputation. It will discuss the assessment of the quality of imputation as well as the evaluation of reference panel and imputation methods. The lecture will also explain how imputation enhances the scope a GWAS and describe some of the additional analyses that become possible due to the use of imputed data.

▶︎
Statistical models used for GWAS (Lecture 7)

▶︎
Population structure in GWAS (Lecture 5)

▶︎
Pangenome graph construction from genome alignments with Minigraph-Cactus

▶︎
Computational requirements for running the H3ABioNet GWAS workflows (Lecture 1)

▶︎
Haplotypes and imputation | Introduction to genomics theory | Genomics101 (beginner-friendly)

▶︎
Brian Browning: "The one penny imputed genome: Rapid genotype imputation with millions of samples"

▶︎
Brian Browning | Haplotype phasing: methods and accuracy | CGSI 2022

▶︎
Fundamentals of Genome Assembly

▶︎
Overview of Genome Wide Association Studies and Study Designs (Lecture 2)

▶︎
GWAS in Plink

▶︎
Genome-Wide Association Study - An Explanation for Beginners

▶︎
Brian Browning - "An Introduction to Genotype Imputation"

▶︎
Genome-Wide Association Studies - Karen Mohlke (2012)

▶︎
Introduction to GWAS Part 1

▶︎
MPG Primer: GWAS and secondary analyses of GWAS results (2018)

▶︎
Listen and Feel the Peace | Tibetan Healing Sounds for Deep Meditation, Inner Peace & Soul Healing

▶︎
John Mearsheimer & Sergey Karaganov: Atomschlag auf Europa zur Wiederherstellung der Abschreckung

▶︎
Building an imputation pipeline for low coverage ancient genomes

▶︎
What is GWAS?

▶︎
