diff --git a/README.md b/README.md
index f90c2c2..9e488a7 100644
--- a/README.md
+++ b/README.md
@@ -5,8 +5,7 @@
 [![Build Status](https://github.com/Red-Portal/MCMCTesting.jl/actions/workflows/CI.yml/badge.svg?branch=main)](https://github.com/Red-Portal/MCMCTesting.jl/actions/workflows/CI.yml?query=branch%3Amain)
 [![Coverage](https://codecov.io/gh/Red-Portal/MCMCTesting.jl/branch/main/graph/badge.svg)](https://codecov.io/gh/Red-Portal/MCMCTesting.jl)
 
-This package provides exactness tests for MCMC algorithms as described by Gandy and Scott (2020).
+This package provides exactness tests for MCMC algorithms proposed by Gandy and Scott[^GS2020].
 
-## References
-* Gandy, Axel, and James Scott. "Unit testing for MCMC and other Monte Carlo methods." arXiv preprint arXiv:2001.06465 (2020).
+[^GS2020]: Gandy, Axel, and James Scott. "Unit testing for MCMC and other Monte Carlo methods." arXiv preprint arXiv:2001.06465 (2020).