Description: An overview of the basic tooling and packages available for the Julia programming language, with a focus on why this is of interest to the actuarial profession. It covers some of the built-in language features as well parts of the Julia package ecosystem that make Julia ideal for modeling and data analysis. This is the second installment in a series of article aimed at actuaries. The first installment, Julia for Actuaries, was published in the October 2020 edition of Actuarial Technology Today, and covered the base language itself, its high-level, math-friendly syntax, and why the actuary of the future should consider its adoption.

Description: In PLR 202109001, the IRS ruled that a proposed assumption reinsurance transaction between related foreign parties changing the counter party obligated to a domestic corporation (“Taxpayer”) under an existing agreement did not give rise to Taxpayer being treated as making a base erosion payment (“BEP”), as Taxpayer did not receive a deduction under §832(b)(4)(A) from the amount of gross premiums written on insurance contracts during the taxable year for premiums paid for reinsurance.

Description: In this article, industry experts who have gone through the journey of establishing and executing a mature actuarial model risk management function share their tips and tricks through three case studies that convey commonly faced issues

Description: Congress authorized the creation of the RAISE Family Caregiving Advisory Council in 2018. The Council, comprised of family caregivers and experts from a wide variety of stakeholder organizations in both the private and public sector, have been engaged in an in-depth research effort over the last two years to develop recommendations and an implementation plan to address our national caregiving crisis. This article describes their work and the newly released Report to Congress.

Description: Executives often tell subject matter experts such as actuaries, “You should think more strategically!” But, the executives never define what they mean by “thinking more strategically”. This article defines the skills actuaries need to be perceived as being more strategic. It will provide practical steps actuaries can take to gain more strategic influence and escape the trap of being perceived as only a subject matter expert who provides limited strategic value.

Description: This article addresses the importance of remembering to respect ourselves and others during times of uncertainty and stress, and offers practical tips on how to do so

Description: Column from the chairperson of the Actuary of the Future section recapping 2020 and laying out section goals for 2021.

Description: History of Life Insurance insolvencies and evolution of statutory reporting requirements and laws to enable improved control over preventing insolvencies. Reflects my extensive personal knowledge serving on regulatory and industry boards and committees regarding these developments. A key item of solvency control in Risk Based Capital. References provided for FRBC/insolvency data from NAIC and the GAO.

Description: Even in published scientific research, we find fraudulent data. What is an actuary to do? Let's consider our actuarial principles and standards of practice to question our data quality and truthfulness. In specific, the article addresses ASOP 56 on Modeling and considerations of model risk as well as ASOP 23 on Data Quality. Recent examples are given from a Harvard research fraud controversy as well as questionable sumo statistics.

Description: During the past few years, performance, cost, and risk trends for Medigap products have undergone substantial changes. Some of these trends could ease cost pressures on Medigap insurers, while others might increase them. Part 1 of this Issue Brief article discusses current changing trends and considerations around about how they are impacting Medigap.