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Gaussian Process Models for Actuarial Science

We have written in collaboration Professor Michael Ludkowski and Ph.D candidate James Risk of U.C. Santa Barbara, a paper introducing Gaussian Processes (GPs) to the actuarial community.  Our paper has focused on a practical implementation of GPs in mortality analysis.  A pre-publication version of the paper can be found here:  https://arxiv.org/abs/1608.08291 GPs are an extremely powerful …

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Predictive Analytics Presentation on ERM to the Actuarial Society of New York

Howard Zail from Elucidor and Nefissa Sator from Forsides Actuary recently delivered a joint presentation to the Actuarial Society of New York on  “Solvency II and Predictive Analytics in LTC and Beyond:  How U.S. companies can improve Enterprise Risk Management (ERM) by using Advanced techniques developed for Solvency II and emerging predictive analytics methods”.  The presentation was …

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Data Science Articles

Here are some recent articles about data science that are worth reading: On Data Science education: Data Science should not be taught in business schools White House To Universities: We Need More Data Scientists Around the industry: IBM to open up Watson to third party developers Research Methods: How Science goes Wrong

Bayesian Analytics and the Presidential Election

Something interesting happened in the lead up to the presidential election.  Most of the mainstream media outlets were predicting a statistical dead heat between Obama and Romney, and only towards the end did some in the media start reporting that Obama had a razor thin margin. However, this so-called statistical tie was at odds with …

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Calstrs Reduces Assumed Rate of Return

The California State Teachers’ Retirement System (Calstrs), the second largest public pension fund in the US, reduced its assumed rate of return from 7.75% to 7.5%.  Calstrs is a $145 billion fund. According to Bloomberg, only 3 of the 11 U.S. pension funds with assets of more than $50 billion have reduced their assumptions since 2007-08.