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Hi there 👋

This github connects repos written in the area of statistical genetics and genomics. Mostly written in R. The most popular are:

  • coloc to assess whether two traits share a common causal genetic variant
  • annotSnpStats extends snpStats, an bioconductor package for genetic association analysis
  • snpStatsWriter allows writing to disk of datasets stored in snpStats compressed format in R into various formats used by other genetic association softwares
  • GUESSFM for Bayesian finemapping of causal variants from genetic association studies
  • simGWAS for rapid simulation of GWAS case-control summary data

More info

If you want to know more, please see https://chr1swallace.github.io.

Chris Wallace's Projects

abcgwas icon abcgwas

Using Approximate Bayesian Computation to fine map causal variants from GWAS summary data.

caller icon caller

cluster beta/gaussian mixture data

cfdr icon cfdr

faster cFDR using Rcpp, but not adaptation for common controls

cfdr-1 icon cfdr-1

Implements conditional false-discovery rate hypothesis testing, used to perform high-dimensional hypothesis tests. Requires a set of summary statistics in an experiment of interest, and 'levers' on a second set of summary statistics at the same variables for a second experiment. Enables frequentist hypothesis testing with overall strong control of false-discovery rate. Can use several estimators of the cFDR function.

cfdr-common-controls icon cfdr-common-controls

This repository contains R functions to compute the 'Conditional False Discovery Rate', a method to analyse genome-wide association studies (GWAS) for related diseases originally proposed by Andreasson et al (2013), in the case where the two GWAS have shared controls.These functions widen the scope of the existing technique and enable improved power.

chigp icon chigp

Capture Hi-C gene prioritiser

coloc icon coloc

Repo for the R package coloc

condpp icon condpp

R code used to explore appropriate p value thresholds for calling genetic association in one disease given genomewide significant genetic association at the same SNP in a related disease in the T1D ImmunoChip paper (Onengut et al, in press)

cupcake icon cupcake

R Package for PCA analysis of Genome Wide Association Studies (GWAS)

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