Description: Article from The Actuary, November 1971 – volume 5 - Issue 9 is a review of Table of Expected Working Life For Men, 1968 by Howard N. Fullerton.

Description: The SOA Research Institute and LIMRA have completed the most up-to-date study of universal life lapse and surrender data. Learn more about this vital resource for actuaries working with individual life insurance products.

Description: The session offers high-level initial steps to get started using R, as well as a list of helpful resources for both general data science and actuarial science with R. Attendees will learn about popular R packages to perform practical tasks such as importing, transforming and visualizing data, as well as packages commonly used by actuaries. You will also be introduced to the markdown package for creating reproducible and reusable analyses and workflows. By the end of the session, you will be familiar enough with using R and RStudio to begin incorporating these tools in your day-to-day work as an actuary

Description: The Individual Disability Experience Committee (IDEC) of the SOA has gathered industry data covering 2006-2015. This sessions will highlights their findings on the recent industry experience compared to the 2013 Individual Disability Income Valuation Table (2013 IDIVT), including the impact of the recession on incidence and terminations. The audience will gain an understanding of how the recent industry experience compares to the most recent valuation table. The session will cover claim incidence and claim termination Actual to Expected (A/E) using 2013 IDIVT as the expected basis. The adequacy of the modifiers will also be also be discussed.

Description: The presenters will address innovations in health and wellness designed to mitigate and/or manage mortality risk. The presenters will briefly review the latest research on the leading causes of death and share ways that life insurers and insurtech partnerships are using technology, customer engagement and scientific advances to enhance/extend the lives of policyholders. The presenters will draw from industry research and reinsurer studies and from the latest initiatives in health and wellness innovations.

Description: Life insurance industry use experience studies to manage and monitor their blocks of business. The purpose of this paper is to provide an overview of the data cleansing and validation role specific to the life insurance experience study process.

Description: This study of mortality on deferred Variable annuities over the period 1991-1995 was designed to test the adequacy of the 1994 MGDB Valuation Mortality Table to cover presumed extra mortality on Variable annuities VAs with Substantial Minimum Guaranteed Death Benefits MGDBs as compared with VAs with Minimal MGDBs. A parallel study of Fixed Annuity experience was carried out as a control. Expected deaths were computed also on the Annuity 2000 Table. The results raise questions as to its continuing safety as a valuation table for individual annuities. The study also shows that mortality levels on Qualified NonPension Trust business are significantly lower than on Nonqualified business.

Description: This paper addresses some pervasive problems in using secondary data in actuarial research. An approach to solving these problems is based on information theory. From Transactions of Society of Actuaries 1995, Vol. 47.

Description: Deep learning neural network applied to experience analysis for post-level term lapse and mortality.

Description: The Individual Disability Experience Committee (IDEC) of the SOA has gathered industry data covering 2006-2015. The presenters will highlight findings on the recent industry experience compared to the 2013 Individual Disability Income Valuation Table (2013 IDIVT), including the impact of the recession on incidence and terminations. They will cover claim incidence and claim termination Actual to Expected (A/E) using 2013 IDIVT as the expected basis. The adequacy of the modifiers will also be discussed.