R tutorials for the course BIOS1140
1
Inferring Evolutionary Processes from Sequence Data
What to expect
Getting started
1.1
Working with DNA sequence data
1.1.1
Reading sequence data into R.
1.1.2
Exploring DNA sequence data
1.1.3
Calculating basic sequence statistics
1.2
Working with a larger dataset
1.2.1
Sample size and sequence statistics
1.2.2
Inferring evolutionary processes using Tajima’s
D
1.3
Calculating statistics at the whole genome level
1.3.1
Reading in variant data
1.3.2
Calculating nucleotide diversity statistics across sliding windows
1.4
Study questions
1.5
Going further
Made with bookdown
1.5
Going further
A simple tutorial on using PopGenome for inference in R
Some more information on performing whole-genome analyses in PopGenome
More examples with PopGenome and also other R packages for sequence data