## statistical strategies (signal-based)

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### tl; dr

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* **statistical mev** (non-atomic) convey informed strategies that rely on off-chain information (signal). 

* examples can be strategies that rely on:
   - [cross-chains](https://github.com/go-outside-labs/mev-toolkit/tree/main/MEV_searchers/cross_domain_mev) mev
   - [defi-cefi arbitrage](dex-cex-arb/)
   - [order flow](https://github.com/go-outside-labs/mev-toolkit/tree/main/MEV_searchers/private_order_flows) trading by aggregating from private and public mempools
   - [whale watching](https://github.com/go-outside-labs/mev-toolkit/tree/main/MEV_and_trading/whales) 

* these strategies are more profitable and less accessible due to capital requirements and risk profile.

<br>


<p align="center">
<img src="https://user-images.githubusercontent.com/1130416/219130514-10104aa3-6219-45ff-8f93-e138d4085216.png" width="50%" align="center" style="padding:1px;border:1px solid black;"/>
 </p>




<br>

----

### in this dir

<br>


* [dex-cex arbitrage](dex-cex-arb/)
* [routers and aggregators](aggregators)
* [convex optimization](convex_optimization)



<br>

---

### links

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* [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)
* [a new game in town, by frontier research](https://frontier.tech/a-new-game-in-town)