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In this paper, we consider a stochastic asset price model where the trend is an unobservable Ornstein Uhlenbeck process. We first review some classical results from Kalman filtering. Expectedly, the choice of the parameters is crucial to…

统计金融 · 定量金融 2015-04-21 Ahmed Bel Hadj Ayed , Grégoire Loeper , Frédéric Abergel

In this article we consider a toy example of an optimal stopping problem driven by fragmentation processes. We show that one can work with the concept of stopping lines to formulate the notion of an optimal stopping problem and moreover, to…

概率论 · 数学 2011-01-27 Andreas E. Kyprianou , Juan Carlos Pardo

We develop a cross-border market model for two countries based on a continuous trading mechanism, in which the transmission capacities that enable transactions between market participants from different countries are limited. Our market…

概率论 · 数学 2024-11-26 Cassandra Milbradt , Dörte Kreher

Pair trading is one of the most discussed topics among financial researches. Despite a growing base of work, portfolio management for multivariate time series is rarely discussed. On the other hand, most researches focus on refining…

投资组合管理 · 定量金融 2021-06-18 Chenyanzi Yu , Tianyang Xie

We study a version of the Ornstein-Uhlenbeck bridge driven by a spectrally-positive subordinator. Our formulation is based on a Linear-Quadratic control subject to a singular terminal condition. The Ornstein-Uhlenbeck bridge, we develop, is…

最优化与控制 · 数学 2023-05-04 Hidekazu Yoshioka , Kazutoshi Yamazaki

A novel algorithm for actively trading stocks is presented. While traditional expert advice and "universal" algorithms (as well as standard technical trading heuristics) attempt to predict winners or trends, our approach relies on…

人工智能 · 计算机科学 2011-07-04 A. Borodin , R. El-Yaniv , V. Gogan

We analyze the consumption-portfolio selection problem of an investor facing both Brownian and jump risks. We bring new tools, in the form of orthogonal decompositions, to bear on the problem in order to determine the optimal portfolio in…

概率论 · 数学 2009-06-15 Yacine Aït-Sahalia , Julio Cacho-Diaz , T. R. Hurd

We study an optimal liquidation problem with multiplicative price impact in which the trend of the asset's price is an unobservable Bernoulli random variable. The investor aims at selling over an infinite time-horizon a fixed amount of…

数理金融 · 定量金融 2022-11-28 Felix Dammann , Giorgio Ferrari

The classical optimal trading problem is the closure of a position in an asset over a time interval; the trader maximizes an expected utility under the constraint that the position be fully closed by terminal time. Since the asset price is…

概率论 · 数学 2023-08-07 Mervan Aksu , Alexandre Popier , Ali Devin Sezer

The scope of this paper is to study the optimal stopping problems associated to a stochastic process, which may represent the gain of an investment, for which information on the final value is available a priori. This information may…

概率论 · 数学 2019-09-09 Bernardo D'Auria , Alessandro Ferriero

The use of an Ornstein-Uhlenbeck (OU) process is ubiquitous in business, economics and finance to capture various price processes and evolution of economic indicators exhibiting mean-reverting properties. When structural changes happen,…

统计方法学 · 统计学 2017-05-30 Fuqi Chen , Rogemar Mamon , Matt Davison

We study a double-ended queue where buyers and sellers arrive to conduct trades. When there is a pair of buyer and seller in the system, they immediately transact a trade and leave. Thus there cannot be non-zero number of buyers and sellers…

概率论 · 数学 2014-01-22 Xin Liu , Qi Gong , Vidyadhar G. Kulkarni

We consider the problem of option pricing under stochastic volatility models, focusing on the linear approximation of the two processes known as exponential Ornstein-Uhlenbeck and Stein-Stein. Indeed, we show they admit the same limit…

证券定价 · 定量金融 2010-11-23 Giacomo Bormetti , Valentina Cazzola , Danilo Delpini

We study the optimal dividend problem in the dual model where dividend payments can only be made at the jump times of an independent Poisson process. In this context, Avanzi et al. [5] solved the case with i.i.d. hyperexponential jumps;…

概率论 · 数学 2017-08-15 José-Luis Pérez , Kazutoshi Yamazaki

This paper extends the optimal-trading framework developed in arXiv:2409.03586v1 to compute optimal strategies with real-world constraints. The aim of the current paper, as with the previous, is to study trading in the context of…

交易与市场微观结构 · 定量金融 2024-09-26 Neil A. Chriss

In this work we study the optimal execution problem with multiplicative price impact in algorithm trading, when an agent holds an initial position of shares of a financial asset. The inter-selling-decision times are modelled by the arrival…

数理金融 · 定量金融 2018-05-04 Daniel Hernández-Hernández , Harold A. Moreno-Franco , José Luis Pérez

A new jump diffusion regime-switching model is introduced, which allows for linking jumps in asset prices with regime changes. We prove the existence and uniqueness of the solution to the risk-sensitive asset management criterion…

投资组合管理 · 定量金融 2016-01-21 Grzegorz Andruszkiewicz , Mark H. A. Davis , Sébastien Lleo

In this paper we develop a semi-closed form solutions for the barrier (perhaps, time-dependent) and American options written on the underlying stock which follows a time-dependent OU process with a log-normal drift. This model is equivalent…

证券定价 · 定量金融 2020-03-31 Peter Carr , Andrey Itkin

Trading large volumes of a financial asset in order driven markets requires the use of algorithmic execution dividing the volume in many transactions in order to minimize costs due to market impact. A proper design of an optimal execution…

交易与市场微观结构 · 定量金融 2015-06-05 Enzo Busseti , Fabrizio Lillo

\begin{abstract} In this paper, we integrated the statistical arbitrage strategy, pairs trading, into the Black-Litterman model and constructed efficient mean-variance portfolios. Typically, pairs trading underperforms under volatile or…

计算金融 · 定量金融 2024-06-12 Qiqin Zhou