Nested stochastic simulations – where one stochastic process is affected by other variables that also have stochastic processes, requiring simulations within simulations – have become more important to both insurance and banking practitioners in recent years. Driven by changes in regulations and accounting standards, as well as advances in risk management best practices, nested stochastics are utilized in a broad range of applications – from Solvency II, to calculating future Greeks for hedge strategy projections, to Brute Force Potential Future Exposures (PFE) on exotic derivatives.

A number of proxy techniques exist to reduce computational requirements, such as replicating portfolios, cluster analysis, or Least Squares Monte Carlo. Despite the obvious benefits of such techniques, however, brute force nested simulation is still required to validate these approaches. In many cases, such as Future Greeks for variable annuities, brute force nested simulation is required to achieve desired levels of accuracy.

But this is easier said than done – practitioners face formidable challenges in implementing a robust nested stochastic framework, most notably in terms of computational complexity and model consistency. How can practitioners maintain model consistency between two stochastic frameworks with different measures, for example when a risk neutral pricing model is nested within a real world risk model? How can practitioners test and validate their proxy methods using a brute force approach?

On Wednesday, April 8th, 2015 featured speaker Alex Marion, Vice President of Product Management at Numerix discussed the best practices for creating nested stochastic frameworks and showed how practitioners can overcome many of the implementation challenges they face.

Mr. Marion covered:

  • Uses cases for nested stochastic modeling
  • Challenges and limitations of current approaches
  • Bridging risk and pricing models of different measures
  • Implementing generic, dynamic cash flow models within a nested stochastic framework
  • Stochastic simulation of nested market consistent valuations and Greeks
  • Comparison to algorithmic exposures (Least Squares Monte Carlo)
To view this webinar On-Demand, simply register using the form to the right.

Featured Speakers:

Alex Marion, Vice President, Product Management, Numerix
Alex Marion heads up insurance solutions for the Numerix Client Services group as VP of Product Management. In this role he works with clients developing comprehensive risk management solutions, leveraging powerful analytics and actuarial expertise. Mr. Marion and his team of actuaries and financial engineers provide solutions in dynamic hedging, economic scenario generation, asset liability management, nested stochastics, counterparty risk, and regulatory compliance. Prior to joining Numerix, Mr. Marion served as a quantitative analyst for Phoenix Wealth Management where he developed a risk-neutral economic scenario generator with applications in VA and EIA dynamic hedging. Before Phoenix, Mr. Marion was a consultant with Milliman’s Financial Risk Management practice where he managed dynamic hedging strategies for insurers.
 
Moderator: Greg Murray, VP Product Marketing, Numerix
Mr. Murray oversees product marketing for Numerix, with responsibilities including go-to-market strategy and marketing collateral development for Numerix’s derivative pricing and risk analytics. He has worked in the derivative markets in various asset classes since 1994, holding a variety of roles including options market-making, proprietary trading, and derivative technology sales.

 

Register for the On-Demand Webinar

Complete the form below to access this on-demand webinar.

Select Form: 

Form #1: On-Demand Webinar

Keep me informed of future webinars from Numerix:

Sign me up to receive "Thinking Derivatively" monthly newsletter by Numerix:

* Required fields
newsletter issue - Mar 13, 2023

Thinking Derivatively – March 2023 Newsletter

content collection

Derivative Insider Series Webinar

newsletter issue - Jan 17, 2023

Thinking Derivatively – January 2023 Newsletter

newsletter issue - Dec 13, 2022

Thinking Derivatively – December 2022 Newsletter

newsletter issue - Nov 14, 2022

Thinking Derivatively – November 2022 Newsletter

on-demand webinar

Portfolio Management Using Advanced Market & Credit Simulations

numerix conference

Join us for NEXT 2022 - the Numerix User Conference

newsletter issue - Oct 12, 2022

Thinking Derivatively – October 2022 Newsletter

conference

QuantMinds International 2022

in the news - Sep 27, 2022

Cloud Solution Provider of the Year

on-demand webinar

Practical Implementation of a Quantitative Platform for Risk & Valuation Analytics

industry conference

Risk Live North America 2022