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Results for “external stress” · papers 3 · wiki 1
Academic Papers · 3arXiv q-fin live 0 · desk corpus 3
arXiv · arXiv · 2024

Liquidity Adjustment in Multivariate Volatility Modeling: Evidence from Portfolios of Cryptocurrencies and US Stocks

We develop a liquidity-sensitive multivariate volatility framework to improve the estimation of time-varying covariance structures under market frictions. We introduce two novel portfolio-level liquidity measures, liquidity jump and liquidity diffusion, which capture magnitude and volatility of liquidity fluctuation, respectively, and construct liquidity-adjusted return and volatility that reflect real-time liquidity…

Qi Deng
arXiv · arXiv · 2026

Learning AI Agents, Market Makers, and Stress in Automated Markets

Automated markets increasingly route order flow from learning trading agents through automated market makers (AMMs). We model trader archetypes as AI agents defined by their reward functions and analyze the feedback they create on a constant-product AMM. Herd-dominated and arbitrage-dominated markets of equal size have identical return distributions and turnover, so no rule based on volatility, value-at-risk, stress …

Irene Aldridge
arXiv · arXiv · 2024

An Exploration to the Correlation Structure and Clustering of Macroeconomic Variables

As a quantitative characterization of the complicated economy, Macroeconomic Variables (MEVs), including GDP, inflation, unemployment, income, spending, interest rate, etc., are playing a crucial role in banks' portfolio management and stress testing exercise. In recent years, especially during the COVID-19 period and the current high inflation environment, people are frequently talking about the changing "correlatio…

Garvit Arora, Shubhangi Tiwari, Ying Wu, Xuan Mei
Wiki Entities · 1
Option Blackboard · 0
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