Statistical Methods for Functional Genomics - CSHL 2019

Welcome to Fun Geno!

Here, you'll find course material for the 2019 CSHL short course on "Statistical Methods for Functional Genomics" for the modules on single-cell RNAseq and DNA methylation.

Single-cell RNA seq module

Slides

• Intro to single-cell RNA-seq (Rmd)

• Preprocessing & normalization (Rmd)

• Survey of downstream analysis methodology (Rmd)

Workflows & exercises

• Read count data:

  • Preprocessing & normalization (Rmd)
  • Downstream analysis (Rmd)

• Droplet data:

  • Preprocessing & normalization (Rmd)
  • Downstream analysis (Rmd)

DNA methylation module

Slides

• Intro to DNA methylation sequencing analysis (Rmd)

Workflows & exercises

• Binomial regression in R (Rmd)

• Exploring the regulatory capacity of DNA methylation (Rmd)

---

These materials are available under a CC BY-NC-SA 4.0 license