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We determine the variance-optimal hedge when the logarithm of the underlying price follows a process with stationary independent increments in discrete or continuous time. Although the general solution to this problem is known as backward…

概率论 · 数学 2008-12-10 Friedrich Hubalek , Jan Kallsen , Leszek Krawczyk

We study the approximation of certain stochastic integrals with respect to a d-dimensional diffusion by corresponding stochastic integrals with piece-wise constant integrands. In finance this corresponds to replacing a continuously adjusted…

概率论 · 数学 2007-05-23 Mika Hujo

This article introduces the groundbreaking concept of the financial differential machine learning algorithm through a rigorous mathematical framework. Diverging from existing literature on financial machine learning, the work highlights the…

数理金融 · 定量金融 2024-05-03 Pedro Duarte Gomes

This study contributes to understanding Valuation Adjustments (xVA) by focussing on the dynamic hedging of Credit Valuation Adjustment (CVA), corresponding Profit & Loss (P&L) and the P&L explain. This is done in a Monte Carlo simulation…

计算金融 · 定量金融 2022-04-07 T. van der Zwaard , L. A. Grzelak , C. W. Oosterlee

In this chapter we first briefly review the existing approaches to hedging in rough volatility models. Next, we present a simple but general result which shows that in a one-factor rough stochastic volatility model, any option may be…

数理金融 · 定量金融 2021-05-11 Masaaki Fukasawa , Blanka Horvath , Peter Tankov

In this paper, we argue that, once the costs of maintaining the hedging portfolio are properly taken into account, semi-static portfolios should more properly be thought of as separate classes of derivatives, with non-trivial,…

计算金融 · 定量金融 2019-02-11 Svetlana Boyarchenko , Sergei Levendorskii

We study pricing and hedging under parameter uncertainty for a class of Markov processes which we call generalized affine processes and which includes the Black-Scholes model as well as the constant elasticity of variance (CEV) model as…

风险管理 · 定量金融 2021-11-30 Eva Lütkebohmert , Thorsten Schmidt , Julian Sester

Motivated by the asset-liability management of a nuclear power plant operator, we consider the problem of finding the least expensive portfolio, which outperforms a given set of stochastic benchmarks. For a specified loss function, the…

风险管理 · 定量金融 2013-09-23 Ying Jiao , Olivier Klopfenstein , Peter Tankov

This paper studies the optimal timing to liquidate credit derivatives in a general intensity-based credit risk model under stochastic interest rate. We incorporate the potential price discrepancy between the market and investors, which is…

证券定价 · 定量金融 2013-01-22 Tim Leung , Peng Liu

We consider robust pricing and hedging for options written on multiple assets given market option prices for the individual assets. The resulting problem is called the multi-marginal martingale optimal transport problem. We propose two…

概率论 · 数学 2020-10-08 Stephan Eckstein , Gaoyue Guo , Tongseok Lim , Jan Obloj

We show that the results of ArXiv:1305.6008 on the Fundamental Theorem of Asset Pricing and the super-hedging theorem can be extended to the case in which the options available for static hedging (\emph{hedging options}) are quoted with…

证券定价 · 定量金融 2014-09-30 Erhan Bayraktar , Yuchong Zhang , Zhou Zhou

We expose a theoretical hedging optimization framework with variational preferences under convex risk measures. We explore a general dual representation for the composition between risk measures and utilities. We study the properties of the…

数理金融 · 定量金融 2024-10-11 Marcelo Righi

This paper considers the pricing of long-term options on assets such as housing, where either government intervention or the economic nature of the asset is assumed to limit large falls in prices. The observed asset price is modelled by a…

证券定价 · 定量金融 2023-02-14 R. Guy Thomas

In this paper, we propose an equilibrium pricing model in a dynamic multi-period stochastic framework with uncertain income streams. In an incomplete market, there exist two traded risky assets (e.g. stock/commodity and weather derivative)…

最优化与控制 · 数学 2012-05-29 Traian A. Pirvu , Huayue Zhang

The collateral choice option allows a collateral-posting party the opportunity to change the type of security in which the collateral is deposited. Due to non-zero collateral basis spreads, this optionality significantly impacts asset…

风险管理 · 定量金融 2022-08-17 Griselda Deelstra , Lech A. Grzelak , Felix L. Wolf

In lending, where prices are specific to both customers and products, having a well-functioning personalized pricing policy in place is essential to effective business making. Typically, such a policy must be derived from observational…

机器学习 · 计算机科学 2023-09-08 Christopher Bockel-Rickermann , Sam Verboven , Tim Verdonck , Wouter Verbeke

We consider the jump-diffusion risky asset model and study its conditional prediction laws. Next, we explain the conditional least square hedging strategy and calculate its closed form for the jump-diffusion model, considering the…

数理金融 · 定量金融 2024-08-21 Hamidreza Maleki Almani , Foad Shokrollahi , Tommi Sottinen

Value adjustment of uncollateralized trades is determined within a risk-neutral pricing framework. When hedging such trades, investors cannot freely trade protection on their own name, thus facing an incomplete market. This fact is…

证券定价 · 定量金融 2014-09-23 Lorenzo Cornalba

Technology trends as digitalization and Industry 4.0 initiate a growing demand for new business models. Most of this models requires a fundamental shift of operational and financial risks between seller and buyer. A key question is…

数理金融 · 定量金融 2022-12-20 Roger Knecktys , Henrik Bette , Rüdiger Kiesel , Thomas Guhr

We explain the main concepts of Prospect Theory and Cumulative Prospect Theory within the framework of rational dynamic asset pricing theory. We derive option pricing formulas when asset returns are altered with a generalized Prospect…

综合金融 · 定量金融 2020-03-10 Svetlozar Rachev , Frank J. Fabozzi , Boryana Racheva-Iotova , Abootaleb Shirvani