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Milliman VALUES 2016: GLWB Utilization study15 May 2017 - By Eileen S. Burns and Jenny Jin and Vincent Embser and Matthias Kullowatz and Ben Johnson and David Wang and Sam Nandi - Article

Milliman recently completed its 2016 Milliman VALUES GLWB Utilization study, which included two million policyholders from seven large VA writers, representing roughly $220 billion of account value (based on initial purchase amounts) and covering a range of GLWB product designs as well as demographic attributes.

Hedging and the need for speed21 June 2012 - By Deep Patel and James Brackett and Sam Nandi - Article
GPU computing can speed hedging calculations and deliver more robust data sets that allow for better management of financial risks.A holistic framework for life cycle financial planning01 July 2009 - By Joshua Corrigan and Sam Nandi and Wade Matterson - Article
A holistic framework for life cycle financial planning01 July 2009 - By Joshua Corrigan and Sam Nandi and Wade Matterson - Article

Financial plans must change to account for new market conditions.

Cultivating confidence: The emerging global market for VA-style guaranteed benefits products01 December 2008 - By Tamara Burden and Gary Finkelstein and Sam Nandi and Rikiya Ino and Wade Matterson and Peter H. Sun - Article

The success of retirement-savings products such as variable annuities (VAs) with guaranteed benefits in the United States and Japan—and the ability of these products to stand up to intense market volatility, as we saw in September and October of 2008—has caught the attention of insurance companies and policyholders in the global market.


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