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Madelyn Hoffman

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Portfolio: Working with VCF files 2: Removing invariant columns
Practice a useful step in working with high-dimensional data - removing invariant columns
Working with SNP files 1 - loading and transposing VCF files
SNP data are often stored in VCF files. These files organize SNPs in rows and samples (e.g. people) in columns. For analysis in R, the data, therefore, need to be converted into the correct form.
Software Checkpoint - Setting a working directory and loading data
This checkpoint introduces the process of setting a working directory and loading data into R.
vcfR
Under the hood of PCA
RPubs Portfolio: the vegan package and PCA
This script covers the basic details of doing PCA in R.
Software Checkpoint: RPubs
Getting started with RPubs.