Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: This article is an update, as of March 2019, on Financial Reporting Section sponsored projects in process and those recently completed.

Description: Dynamic Financial Condition Analysis Update by James F. Reiskytl from The Financial Reporter, October 1999, Issue No. 40.

Description: This article highlights some key implications for onerous contracts under IFRS 17.

Description: This article discusses facts and issues related to the selection of a stock’s price distribution.

Description: This is an invitation to comment and an announcement on the IAA’s Exposure Draft of the Educational Monograph on Issues Associated with the Determination of Discount Rates for Financial Reporting Purposes. The SOA’s Financial Reporting Section is one of the cosponsors of this effort.

Description: Suited for students, newly minted ASAs/FSAs, or those venturing into the realm of reserving, as well as seasoned actuaries in need of a recap, this session is a gateway to the mysteries of IBNR reserving, unraveling various methods and assumptions. Embark on a journey through the construction of claims triangles and the crafting of completion factors, delving into the enigmatic realms of seasonality, trend analysis, and outlier claims. Harness the principles unveiled to dissect a myriad of case studies spanning diverse products like major medical inpatient, outpatient, pharmacy, Medicare Supplement, dental, and critical illness. This session is your guide through the intricate world of reserving!

Description: Modeling Approaches and Challenges focuses on approaches to real world simulation and the challenges and considerations in real world simulation. Topics include: A frequency domain approach to build realistic multi-horizon scenarios. (Ortec approach) Cascade models structure linking models for major asset classes and economic variables. (Moody’s approach) Overview of models, calibrations & approaches within the context of different use cases. Deterministic & stochastic approaches. Importance of model re-calibration flexibility. We will also discuss specific insights into considerations and challenges in real world simulation, which include topics like: Setting capital market assumptions and/or calibration targets. Assumptions about correlation and causality. Calibrating the model to capital markets assumptions. Validating the model against capital market assumptions. Role of history, market data and stylized facts. Importance of back testing. Calibrating the model to multiple investment horizons. Inclusion of alterative asset classes such as private equity, infrastructure, and direct real estate. Associated issues of limited data, illiquidity and greater uncertainty about calibration targets.

Description: Emerging Applications of ESG Methods offers ground-up insights on cutting edge applications of economic scenario generation. The course will focus on the incorporation of climate change risk in scenario modeling and investment applications of ESGs. The following topics will be covered: Approaches to climate risk modeling. Climate risk is very different than classical financial economic risk. Radical uncertainty is amenable to scenario analysis and lack of data. Building special deterministic scenarios that go beyond NGFS requirements as well as bespoke scenarios. Holistic Approach to Climate Risk Modeling. Overview of different Climate Risk Modeling Applications. Use of ESG scenarios for Strategic Asset Allocation (SAA). Liquidity risk management.

Description: Under long-duration targeted improvements (LDTI), there are a few insurance liability balances that now are required to be fair valued, market risk benefit (MRB). The session will start from all the applicable balances that are required to be fair valued under LDTI ((i.e., MRB, financial accounting statement (FAS) 133, value of business acquired (VOBA) upon business combination)). The session will use a case study to discuss some of the nuances and general considerations for an MRB, FAS 133 and VOBA balances for a business combination for an fixed indexed annuity (FIA) contract. The case study will discuss some MRB fair value considerations and followed by FAS 133 fair value techniques. It will go over VOBA fair value estimation by using actuarial appraisal method with a few twists (e.g., using market yield in generating distributable earnings is better than using book yield and adjusted to bring it to fair value later on).