Deep learning for limit order books

JA Sirignano - Quantitative Finance, 2019 - Taylor & Francis
This paper develops a new neural network architecture for modeling spatial distributions (ie
distributions on R d) which is more computationally efficient than a traditional fully …

Mediating role of strategic flexibility between leadership styles on strategic execution: A study on Bangladeshi private enterprises

BK Dhar, A Stasi, JO Döp**, MAI Gazi… - Global Journal of …, 2022 - Springer
The purpose of the paper is to understand the role of strategic flexibility in mediating
between leadership and strategy execution among private enterprises in Bangladesh which …

Mean-field game strategies for optimal execution

X Huang, S Jaimungal, M Nourian - Applied Mathematical Finance, 2019 - Taylor & Francis
Algorithmic trading strategies for execution often focus on the individual agent who is
liquidating/acquiring shares. When generalized to multiple agents, the resulting stochastic …

[PDF][PDF] Machine learning for market microstructure and high frequency trading

M Kearns, Y Nevmyvaka - High Frequency Trading: New Realities for …, 2013 - c.mql5.com
In this chapter, we overview the uses of machine learning for high frequency trading and
market microstructure data and problems. Machine learning is a vibrant subfield of computer …

Dynamic portfolio execution

G Tsoukalas, J Wang, K Giesecke - Management Science, 2019 - pubsonline.informs.org
We analyze the optimal execution problem of a portfolio manager trading multiple assets. In
addition to the liquidity and risk of each individual asset, we consider cross asset …

Order anticipation around predictable trades

M Sağlam - Financial Management, 2020 - Wiley Online Library
I study the presence of order anticipation strategies by examining predictable patterns in
large order trades. I construct three simple signals based on child‐order execution patterns …

A market impact game under transient price impact

A Schied, T Zhang - Mathematics of Operations Research, 2019 - pubsonline.informs.org
We consider a Nash equilibrium between two high-frequency traders (HFTs) in a simple
market impact model with transient price impact and additional quadratic transaction costs …

A State‐Constrained Differential Game Arising in Optimal Portfolio Liquidation

A Schied, T Zhang - Mathematical Finance, 2017 - Wiley Online Library
We consider n risk‐averse agents who compete for liquidity in an Almgren–Chriss market
impact model. Mathematically, this situation can be described by a Nash equilibrium for a …

Nash equilibrium for risk-averse investors in a market impact game with transient price impact

X Luo, A Schied - Market Microstructure and Liquidity, 2019 - World Scientific
We consider a market impact game for n risk-averse agents that are competing in a market
model with linear transient price impact and additional transaction costs. For both finite and …

High-frequency limit of Nash equilibria in a market impact game with transient price impact

A Schied, E Strehle, T Zhang - SIAM Journal on Financial Mathematics, 2017 - SIAM
We study the high-frequency limits of strategies and costs in a Nash equilibrium for two
agents that are competing to minimize liquidation costs in a discrete-time market impact …