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: Data science, predictive analytics and AI are certainly the buzzwords these days. They are heavily used and developed in underwriting and marketing but for most actuaries, they might/may as well be science fiction. The presenters will demonstrate how a normal actuary can utilize data science techniques in their daily job function without forming an official data science team within a company. It can be done in a gradual fashion so that normal business is not disrupted and improvements are made over time. The usage of data science techniques will include demonstrations of the following areas: - Regression analysis - Economic scenario generator - Experience study - Data quality checks - Inforce compression for explicit hedging

Description: The 1986-98 Credit Risk Loss Experience Study represents a continuation of the 1986-94 study analyzing credit loss experience by institutional investors on private placement bonds. The study measures incidence rates, loss severities and economic loss rates associated with credit risk events for privately placed debt during the years 1986-98.

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.

Description: 1993 SOA Annual Meeting in New York. This session is about an intercompany study on credit risk of private placement bonds and commercial mortgages. The development of the study, results for the 1986-1989 period, ongoing nature of the study, and company leverage were discussed.

Description: 2021 Life Meeting - Session 7D: Emerging Trends in Lapse and Mortality for Life Products 9.1.21 Recording

Description: This is a list of members on the Mortality and Morbidity Experience Studies Committees.

Description: CMS provides ACOs with monthly claims data for members, including their medical visits and ACO program eligibility. This data can be divided into Membership and Claims tables through the ETL process. However, when calculating PMPY at specific levels of detail using these tables, issues arise due to unrelated dimensions, leading to inaccurate and understated results. This article presents a solution to this problem by utilizing Tableau's data blending capabilities.

Description: 1994 SOA Spring Meeting, Orlando. The first report on a study of bond investment results of life insurance companies with high-yield bond portfolios was presented at this session. The study, covering years 1986-92, was commissioned by the Society of Actuaries Ufe Insurance Practice Research Committee.

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.