diff --git a/MEV_strategies/statistical/README.md b/MEV_strategies/statistical/README.md
index 641fc9e..9d46164 100644
--- a/MEV_strategies/statistical/README.md
+++ b/MEV_strategies/statistical/README.md
@@ -22,3 +22,4 @@
 
 * [anatomy of stat bots](https://github.com/go-outside-labs/mev-toolkit/blob/main/MEV_searchers/bots/stat-arbers.md)
 * [`addLiquidity()` sandwich attack optimization problem](https://mirror.xyz/0xc19565163aFdEe3783FC970E4Bd0275B11848d34/oTdSfZEBdp9WPCNaKqDKCkuDJ9neR2UISc_5mMjZKYU)
+* [dex arbitrage, mathematical optimizations & me, by noxx](https://noxx.substack.com/p/dex-arbitrage-mathematical-optimisations)