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YouTube

The Adoption of Blockchain-Based Decentralized Exchanges

Society for Industrial and Applied Mathematics via YouTube

Overview

This course explores the adoption of blockchain-based decentralized exchanges, focusing on the market microstructure of Automated Market Makers (AMMs) in the context of decentralized finance (DeFi). The learning outcomes include understanding the differences between AMMs and centralized limit order books, analyzing pricing functions, and exploring the dynamics of arbitrage and liquidity provision in DeFi exchanges. The course covers topics such as liquidity provision, AMM pricing functions, convexity, price impact, and statistical analysis using transaction-level data. The teaching method involves a dynamic game theoretical model and statistical support from real-world data. This course is intended for individuals interested in financial mathematics, blockchain technology, decentralized finance, and the intersection of mathematics with finance and engineering.

Syllabus

Intro
First Generation Blockchain: Payment Systems
Decentralized Echanges
Liquidity Provision
Automated Market Maker
Main DEX Characteristics
Key Questions
Literature Review
Model Setup
Model Timeline
AMM Pricing Function
Convexity and Price Impact
Properties of Pricing Function
Liquidity Providers (LP)
Randomness: Token Price Shock
Randomness: Investors' Arrival
Stale Price Arbitrage Opportunity
Reverse Trade Arbitrage Opportunity
Socially Optimal Curve
Regression Results
Main Takeaways

Taught by

Society for Industrial and Applied Mathematics

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