https://cnsgenomics.com/data/teaching/STAT7306/2019/
GWAS course by Matti Pirinen
Lecture material by Matti Pirinen.
- What is a GWAS?
- P-values in GWAS
- Statistical power
- Bayesian inference
- Relatedness and population structure
- Confounders and covariates
- Linkage disequilibrium (LD) and fine-mapping
- Heritability and mixed models
- Meta-analysis and summary statistics
- Genotype imputation
- Mendelian randomization
GWAS course by Abdel Abdellaoui
Access course material here.
A tutorial for implementing a GWAS in R by the Foulkes Lab.
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ESHG educational sessions (one highlight: Flexible Heritability Estimation from Summary Statistics by Doug Speed).
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Recordings of the International Common Disease Alliance Conference 2019 (about complex disease genetics, variant to function to mechanism, cohorts, etc).
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Recordings of the 2019 Summer Institute in Social-Science Genomics (UK) (lectures on heritability, MR, etc.).
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Computational Genomics Winter Institute at UCLA (Zarlab), especially A Short Tutorial on Linear Mixed Model Association Testing in Genetics by Noah Zaitlen.
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Lectures at the Broad Institute, for example the one by Hilary Finucane.
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H3ABioNet GWAS Lecture Series 2018 (tutorials about running and interpreting GWASs).
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GINGER: education program for participants in East and South Africa.
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The Broad Institute has some recordings from the "Medical Population Genetics Program".
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This online journalclub from the Broad Institute is not active anymore, but has some nice recordings.