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This paper studies liquid staking tokens (LSTs) on automated market makers (AMMs), both theoretically and empirically. LSTs are tokenized representations of staked assets on proof-of-stake blockchains. First, we model LST-liquidity on AMMs…

密码学与安全 · 计算机科学 2024-07-22 Krzysztof Gogol , Robin Fritsch , Malte Schlosser , Johnnatan Messias , Benjamin Kraner , Claudio Tessone

This paper analyzes the role of money in asset markets characterized by search frictions. We develop a dynamic framework that brings together a model for illiquid financial assets `a la Duffie, Garleanu, and Pedersen, and a search-theoretic…

理论经济学 · 经济学 2019-09-05 Athanasios Geromichalos , Juan M. Licari , Jose Suarez-Lledo

In the ever evolving landscape of decentralized finance automated market makers (AMMs) play a key role: they provide a market place for trading assets in a decentralized manner. For so-called bluechip pairs, arbitrage activity provides a…

统计金融 · 定量金融 2025-05-16 Abe Alexander , Lars Fritz

There are several aspects of data markets that distinguish them from a typical commodity market: asymmetric information, the non-rivalrous nature of data, and informational externalities. Formally, this gives rise to a new class of games…

计算机科学与博弈论 · 计算机科学 2023-03-29 Samir Wadhwa , Roy Dong

We consider the optimal investment and marginal utility pricing problem of a risk averse agent and quantify their exposure to a small amount of model uncertainty. Specifically, we compute explicitly the first-order sensitivity of their…

数理金融 · 定量金融 2021-11-15 Jan Obloj , Johannes Wiesel

We study how trading fees and continuous-time arbitrage affect the profitability of liquidity providers (LPs) in Geometric Mean Market Makers (G3Ms). We use stochastic reflected diffusion processes to analyze the dynamics of a G3M model…

数理金融 · 定量金融 2026-04-14 Cheuk Yin Lee , Shen-Ning Tung , Tai-Ho Wang

We postulates, and then show experimentally, that liquidity deficit is the driving force of the markets. In the first part of the paper a kinematic of liquidity deficit is developed. The calculus-like approach, which is based on…

计算金融 · 定量金融 2016-12-07 Vladislav Gennadievich Malyshkin , Ray Bakhramov

Flexibility markets can be introduced as a tool for the distribution system operator (DSO) to avoid high costs and public opposition against new network investments. Continuous flexibility markets have the advantage of allowing more…

系统与控制 · 电气工程与系统科学 2021-10-13 Alicia Alarcón Cobacho , Eléa Prat , Daniel Vázquez Pombo , Spyros Chatzivasileiadis

As decentralized finance (DeFi) evolves, distinguishing between user behaviors - liquidity provision versus active trading - has become vital for risk modeling and on-chain reputation. We propose a behavioral scoring framework for Uniswap…

综合金融 · 定量金融 2025-07-29 Dhanashekar Kandaswamy , Ashutosh Sahoo , Akshay SP , Gurukiran S , Parag Paul , Girish G N

We study the problem of optimal pricing and hedging of a European option written on an illiquid asset $Z$ using a set of proxies: a liquid asset $S$, and $N$ liquid European options $P_i$, each written on a liquid asset $Y_i, i=1,N$. We…

证券定价 · 定量金融 2012-09-18 I. Halperin , A. Itkin

We investigate expected utility maximization problems from the terminal liquidation value in continuous time in markets with transaction costs and one fixed consistent price system, where a non-concave utility function is defined on the…

最优化与控制 · 数学 2024-09-10 Lingqi Gu , Yiqing Lin

Automated market makers (AMMs) have emerged as the dominant market mechanism for trading on decentralized exchanges implemented on blockchains. This paper presents a single mechanism that targets two important unsolved problems for AMMs:…

交易与市场微观结构 · 定量金融 2025-02-13 Austin Adams , Ciamac C. Moallemi , Sara Reynolds , Dan Robinson

This paper mathematically models a constant-function automated market maker (CFAMM) position as a portfolio of exotic options, known as perpetual American continuous-installment (CI) options. This model replicates an AMM position's delta at…

We consider the problem of calculating risk-neutral implied volatilities of European options without relying on option mid prices but solely on bid and ask prices. We provide an approach, based on the conic finance paradigm, that allows to…

数理金融 · 定量金融 2021-10-25 Matteo Michielon , Asma Khedher , Peter Spreij

We address the liquidation problem arising from the credit risk management in decentralised finance (DeFi) by formulating it as an ergodic optimal control problem. In decentralised derivatives exchanges, liquidation is triggered whenever…

交易与市场微观结构 · 定量金融 2024-12-02 Jialun Cao , David Šiška

This paper studies convex duality in optimal investment and contingent claim valuation in markets where traded assets may be subject to nonlinear trading costs and portfolio constraints. Under fairly general conditions, the dual expressions…

数理金融 · 定量金融 2016-03-10 Teemu Pennanen , Ari-Pekka Perkkiö

Cloud service brokerage is an emerging technology that attempts to simplify the consumption and operation of hybrid clouds. Today's cloud brokers attempt to insulate consumers from the vagaries of multiple clouds. To achieve the insulation,…

分布式、并行与集群计算 · 计算机科学 2022-05-12 Sreekrishnan Venkateswaran , Santonu Sarkar

Assuming that the price in a Uniswap v3 style Automated Market Maker (AMM) follows a Geometric Brownian Motion (GBM), we prove that the strategy that adjusts the position of liquidity to track the current price leads to a deterministic and…

计算工程、金融与科学 · 计算机科学 2025-01-23 Yizhou Cao , Yepeng Ding , Ruichao Jiang , Long Wen

The effectiveness of utility-maximization techniques for portfolio management relies on our ability to estimate correctly the parameters of the dynamics of the underlying financial assets. In the setting of complete or incomplete financial…

投资组合管理 · 定量金融 2008-12-10 Kasper Larsen , Gordan Zitkovic

This paper presents a comprehensive study on the empirical dynamics of Uniswap v3 liquidity, which we model as a time-tick surface, $L_t(x)$. Using a combination of functional principal component analysis (FPCA) and dynamic factor methods,…

交易与市场微观结构 · 定量金融 2025-09-08 Jimmy Risk , Shen-Ning Tung , Tai-Ho Wang