Description: Disability and group life products can pose challenges for the valuation actuary due to the long-tail runout of traditional disability and group life waiver of premium claims, and due to the sensitivity of the reserves to small changes in assumptions. This session addresses a number of issues of interest to actuaries who work with these products, including recent experience trends and the new 2023 Group Life Waiver Valuation Table. Attendees will learn about best practices in the valuation of these products.

Description: En el seminario hablaremos sobre los nuevos flujos de tarificación, y nos enfocaremos en la inclusión del análisis geográfico en el proceso de modelado para optimizar la extracción del riesgo en modelos de Machine Learning.

Description: This session will cover everything you've wanted to know about GLMs but were too afraid to ask. How do these generalized models relate to the plain linear regression, and how can we be sure that the models we implement are appropriate for the task at hand?

Description: Develop a better understanding of diversity, equity and inclusion (DEI) across the financial services and risk management industry, with a focus on actuaries. Panelists will address topics such as industry-wide diversity efforts, as well as current challenges facing diverse groups. Come listen to these panelists share perspectives on attracting, fostering, retaining and increasing diverse actuarial talent, in addition to the SOA’s DEI goals in the coming years.

Description: This session will focus on US GAAP accounting for life insurance and annuity transactions from an actuarial valuation perspective. With the high volume of recent M&A and reinsurance activity, many companies are onboarding blocks of business and performing Purchase GAAP (“PGAAP”) or PGAAP-like exercises. Methodologies for establishing liabilities and intangible balances often vary based on the unique aspects of each transaction. This first half of this session will provide an overview of PGAAP elements and considerations, while the second half will dive into examples using interactive case studies.By attending this session, you will learn:• Perspectives and approaches for initiating reserves and intangible balances when onboarding a new block of business

Description: Good quality data is a key part of all actuarial process and financial reporting. How do you store and manage data? What are your data validation and controls? Who performs them (IT or Business)? Hear from our panel on what they do and what they deem as best practices.

Description: Dive into this review on Artificial Intelligence and Machine Learning (AIML) techniques for actuarial modeling for life & annuities. Presenters will showcase learnings from the recent SOA research paper "Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling" (Nested Stochastic). The researchers will go over models and methodologies used to develop high-fidelity proxy models for various life & annuity applications.

Description: Analyze financial risk and explore the foundation for pricing, valuation and other functions served by actuaries in the modeling profession during this webcast. Expect a focus on the importance of understanding and preventing bias. Observe the different types of bias, how it can enter into models, how to identify it in models and best avoidance practices. Join our presenter who is pursuing a Masters in Economic Analytics at Clemson University as he incorporates his recent economic research into the webcast material.

Description: Global trends in both technology and regulation are causing U.S. insurers to reflect more deeply on their model risk management frameworks. The world has seen a rapid proliferation of AI-based tools accompanied with an overall increased usage of machine learning models, exacerbating model risk and reducing transparency in an unprecedented manner.

Description: Principle-Based Reserves for fixed annuities are coming. Hear the latest from industry experts on the current Valuation Manual (VM)-22 draft and field test, as well as when it will be effective. Participants will learn about principle-based reserving for fixed annuities and be better prepared to implement it.