top of page


Activity Is Not Resilience: A Framework for Analyzing Digital Asset Market Structure
The framework distinguishes transient activity from true resilience in digital asset markets by analyzing liquidity quality, order book depth, participation diversity, leverage risks, and protocol security for informed risk assessment.
Sep 114 min read


Price Is a Symptom: A Framework for Analyzing Digital Asset Market Structure
This framework analyzes digital asset markets beyond price, focusing on liquidity, leverage, derivatives, on-chain metrics, and capital flows to enhance risk assessment and reveal deeper market dynamics.
Jul 315 min read


Beyond Price: A Framework for Analyzing Digital Asset Market Structure
The framework highlights analyzing digital asset markets beyond price by assessing liquidity, volatility, leverage, collateral quality, capital flows, and participant sentiment to improve risk management and strategic decisions.
Jun 213 min read


Assessing Digital Asset Market Structure: Liquidity, Leverage, and Sentiment
This document outlines a framework to assess digital asset markets by analyzing liquidity, leverage, and sentiment, emphasizing their impact on risk, volatility, and trading strategies.
May 103 min read
bottom of page
