Description: Different mortality projection methodologies are utilized by actuaries across applications and practice areas. As a result, the MIM Advisory Group developed a single framework to serve as a consistent base for practitioners in projecting mortality improvement.

Description: This report introduces quantum computing to actuaries. In addition, this research will assess and identify areas in the insurance field where quantum computing can make a difference, accompanied with suggested algorithms.

Description: Discover the rapidly developing health and wellness industry during the Use of Health and Wellness Data in L&H Risk Assessment webcast. Our discussion includes the maximization of data usage through several different means, including current risk selection, creation of a dynamic ongoing assessment offering or substitution of traditional underwriting information to shorten the underwriting process. Come explore these different approaches as they affect the health and wellness industry. We will express the importance of a constantly changing data usage environment in order to better prepare insurers to maximize their data and drive health and wellness forward.

Description: This presentation compares continuous-time multi-factor affine cohort mortality models and presents estimation results for an affine multi-factor, multi-cohort mortality model.

Description: Read the November 2020 issue of The Modeling Platform published by the Modeling Section. Newsletters provide practical information for the working actuary, articles on trends that impact sections and news about section activities.

Description: Read the April 2020 issue of The Modeling Platform, published by the Modeling Section. Newsletters provide practical information for the working actuary, articles on trends that impact sections and news about section activities.

Description: There is widespread acknowledgement in the insurance industry that cyber risk remains an untamed and seemingly ever-growing beast. It is also unique in the family of risk exposures faced by insurers in that it is both an emerging risk and an emerged risk. What are companies doing to keep on top of this risk? What are actuaries doing to contribute to cyber risk management, and what can we learn from other industries and disciplines?

Description: Results of 2019 survey to their subgroup members.

Description: Read the November 2019 issue of The Modeling Platform, published by the Modeling Section. Newsletters provide practical information for the working actuary, articles on trends that impact sections and news about section activities.

Description: This article discusses important implications of the upcoming Long-Duration Targeted Improvements (LDTI) accounting change for the modeling actuary. We discuss the modeling implications of new GAAP standards for Market Risk Benefit (MRB), including identification of MRBs, implementation of fair valuation in actuarial systems and retroactive determination of at-issue valuation inputs for transition. We also examine the modeling implications of the other aspects of the accounting change, including Liability for Future Policy Benefit (LFPB), Deferred Acquisition Cost (DAC), and other transition and disclosure requirements

Description: Summary of the modeling-related sessions from some of the major 2018 Society of Actuaries (SOA) meetings: Life & Annuity Symposium, Health Meeting and the Valuation Actuary Symposium.

Description: This paper provides actuaries with background and scientific knowledge to understand global climate change and climate model projections for the 21st century.

Description: This research report is a summary of an online survey and follow-up discussions with survey respondents on the current state of actuarial modeling controls within U. S. and Canadian life insurance and annuity companies. The current state was then compared to the results from the 2012 survey on this topic to examine the evolution in actuarial model controls and governance. The report also provides an industry assessment and proposes considerations for enhancing the current state towards a well-controlled governance framework.

Description: For actuarial projections to serve as the management tools that they are intended to be, the persons charged with making those projections need to consider whether the projection is sufficiently sophisticated so that it does not miss major items.It is important to consider the tax effect. This article covers several of the major tax issues that should be considered in any actuarial projection.

Description: An introduction to the field of Complexity Science. The report includes an overview of the field’s key results, detailed instructions for building Complexity Science models, examples of working models, review of practical models applicable to the work of actuaries, a literature review, and a discussion on how actuaries can apply Complexity Science in their work.

Description: U.K. life insurers writing participating business are required by the Financial Services Authority to value their assets and liabilities on a market-consistent basis. The purpose of this paper is to: • Explain the valuation approach based on market-consistent values and its rationale. • Set out the issues faced by life insurers in implementing the regime. • Explain how insurers addressed these issues. • Explain the importance of the modeling techniques they used.

Description: This article, with some humor, describes a movement known as “econophysics” of physicists modeling economic systems, including capital markets, using techniques and concepts developed in studying the out-of-equilibrium dynamics of complex systems. A version of this article appeared in The Actuary UK in August 2004. Reprinted with permission.

Description: Announcement of an upcoming 2003 Stochastic Modeling Symposium.

Description: This presentation is a panel discussion, session number 34PD, from the 2002 Valuation Actuary Symposium, held September 19-20 in Lake Buena Vista, FL. A fundamental step in stochastic asset/liability modeling is to choose an appropriate underlying economic scenario generator. In this session, panelists discuss various scenario generation techniques and theories, assumptions underlying interest and equity scenario generators, and choosing suitable economic scenario generators for different applications, the two most common being pricing models [for assets and liabilities], and risk analysis models, used for asset/liability management, investment strategy, regulatory solvency, and capital adequacy. Discussion from participants is included.

Description: This session 15 PD of the Toronto Spring Meeting includes an update on specific approaches adopted by Canadian insurers and regulators to deal with capital guarantees on segregated fund products, capital modeling in the Canadian banking industry, and emerging issues using these techniques in the U.S. From the Record of the Society of Actuaries, Volume 27, No. 2, Session

Description: This presentation is a Teaching Session, number 38TS, from the 1999 Valuation Actuary Symposium, held September 23-24 in Los Angeles. The instructors provide an introduction into how complex adaptive systems [CAS] can be applied to solve actuarial problems. They provide a general overview of CAS, including genetic algorithms, neural network, nonlinear modeling, and agent-based modeling, provide recent examples of applications to business problems, and discuss how CAS approaches can be used to address actuarial pricing and valuation issues, such as modeling customer behavior. Discussion from participants is included.

Description: Given that actuaries use models for statutory projections, GAAP projections, budgeting, corporate planning, and product pricing, often different models are used for each one of these activities leading to the possibility of assumption and model mismatch for several similar projections. The panelists discuss considerations in determining whether to integrate current models, and to maximize the potential of current models for multiple purposes. They also provide suggestions on how to integrate.

Description: 1997 Valuation Actuary Symposium, Session 5 explores health cash-flow testing.

Description: This article discusses value at risk, VaR, and VaR modeling of the bank's portfolios that would recognize diversity and hedging. This article also covers the differences between classical VaR and the longer horizons required by the insurance industry and the feasibility of extending VaR to the insurance industry.

Description: This article reports on the activities of an ad-hoc group formed to help generate research on creating models for actuarial purposes.

Description: This session from the 1993 Valuation Actuary Symposium focuses on general modeling issues associated with the completion of the opinion and memorandum required by revisions to the Standard Valuation Law. It concentrates on liability modeling.

Description: This session from the 1993 Valuation Actuary Symposium focuses on problems and solutions observed by consulting firms including cash flow testing, modeling of assets and liabilities, who the valuation actuary relies upon and the software being used for valuation actuary work.

Description: This presentation is a Teaching Session, number 3, from the 1987 Valuation Actuary Symposium. The first instructor discusses three methods of valuation [and methods of studying C-3 risk]: Gross Premium Valuation [the actuary’s traditional approach], Cash Flow Analysis, and Market Value Analysis, also known as ‘Modern Financial Analysis,’ with a focus on the third. Then the second instructor provides an update on C-2 risk [claims, expenses], and combinations of risk, noting that C-2 risk has not had much attention paid to it. He goes on to describe three types of C-2 risk: stochastic deviations, unpredictable single events, and ‘judgment errors, such as poor underwriting. The third instructor focuses on the C-1 [default] risk. Case studies are included.

Description: 1987 Valuation Actuary Symposium. This session discussed the implementation of a solvency testing process, associated company considerations, and the ways in which the process might be viewed by other parties.

Description: This discussion focuses on actuarial reports to management. From Record of Society of Actuaries, Vol. 1, No. 1.

Description: The following topics were discussed at concurrent sessions: 1. Personal Security in the 1970's- United States and Canada, 2. Adjusted earnings for life companies, 3. Pension funding, 4. What about these younger actuaries?, 5. Sources of statistical information for actuaries, 6. Variable life insurance, 7. Models and decision techniques, and 8. Role of the actuary in expense control. From Transactions of Society of Actuaries 1970, Vol 22, Pt. 2, No. 63.

Description: This article promotes the concept of long range planning for life insurance companies and notes that actuaries are well equiped for this activity.