Dynamic risk measures: Time consistency and risk measures from BMO martingales
نویسنده
چکیده
Time consistency is a crucial property for dynamic risk measures. Making use of the dual representation for conditional risk measures, we characterize the time consistency by a cocycle condition for the minimal penalty function. Taking advantage of this cocycle condition, we introduce a new methodology for the construction of time-consistent dynamic risk measures. Starting with BMOmartingales, we provide new classes of time-consistent dynamic risk measures. These families generalize the Backward Stochastic Differential Equations. Quite importantly, starting with right continuous BMO martingales this construction leads naturally to paths with jumps. keywords dynamic risk measures, conditional risk measures, time consistency, BMO martingales
منابع مشابه
Dynamic risk measuring: discrete time in a context of uncertainty, and continuous time on a probability space
We characterize time-consistent dynamic risk measures. In discrete time in context of uncertainty, we canonically associate a class of probability measures to any dynamic risk measure when the filtration comes from a process bounded at each time. Dynamic risk measures are conditional risk measures on a bigger space. In continuous time, we characterize time consistency, studying composition of c...
متن کاملTime-Consistency: from Optimization to Risk Measures
Stochastic optimal control is concerned with sequential decision-making under uncertainty. The theory of dynamic risk measures gives values to stochastic processes (costs) as time goes on and information accumulates. Both theories coin, under the same vocable of time-consistency (or dynamic-consistency), two different notions: the latter is consistency between successive evaluations of a stocha...
متن کاملBackward stochastic difference equations for dynamic convex risk measures on a binomial tree
Using backward stochastic difference equations (BSDEs), this paper studies dynamic convex risk measures for risky positions in a simple discretetime, binomial tree model. A relationship between BSDEs and dynamic convex risk measures is developed using nonlinear expectations. The time consistency of dynamic convex risk measures is discussed in the binomial tree framework. A relationship between ...
متن کاملDynamic Cross Hedging Effectiveness between Gold and Stock Market Based on Downside Risk Measures: Evidence from Iran Emerging Capital Market
This paper examines the hedging effectiveness of gold futures for the stock market in minimizing variance and downside risks, including value at risk and expected shortfall using data from the Iran emerging capital market during four different sub-periods from December 2008 to August 2018. We employ dynamic conditional correlation models including VARMA-BGARCH (DCC, ADCC, BEKK, and ABEKK) and c...
متن کاملA survey of time consistency of dynamic risk measures and dynamic performance measures in discrete time: LM-measure perspective
In this work we give a comprehensive overview of the time consistency property of dynamic risk and performance measures, focusing on a the discrete time setup. The two key operational concepts used throughout are the notion of the LMmeasure and the notion of the update rule that, we believe, are the key tools for studying time consistency in a unified framework.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Finance and Stochastics
دوره 12 شماره
صفحات -
تاریخ انتشار 2008