Description: The speaker will discuss the training of neural networks to compute future Greeks of liabilities (or options) without the use of nested stochastics.

Description: Since the issuance of IFRS 17 in 2017, the global insurance accounting standard, insurers across the globe have been making huge investment in assessing the impact and implementing the new standard. In late 2018, FASB issued ASU 2018-12 that revises key elements of the U.S. GAAP measurement models and disclosure requirements for long-duration contracts issued by insurers (also called FASB Targeted Improvements). Both standards are becoming effective 1/1/2021 (though IFRS 17 may potentially be deferred by a year). U.S. insurers that have international parents or subsidiaries, and report under a multi-GAAP environment will likely have to adopt both standards. By now most insurers should have nearly completed impact assessment for IFRS 17, designed road map for or have started the implementation journey. With the new U.S. GAAP requirements becoming effective concurrently, it is important to embark on the implementation journey with both standards in mind, and maximize the synergy to achieve cost-saving and design efficiency. This session will briefly introduce the two standards with a conceptual comparison, along with a discussion on where efficiency and synergy can be achieved in a concurrent implementation.

Description: 1997 Valuation Actuary Symposium, Session 22 is the second part of the Practitioners' Forum. The goal of the session is to identify and discuss some of the major issues and concerns that ought to be on the minds of actuarial managers and senior actuaries as they look at the environment and look into the future at some of the things coming at us.

Description: Regime switching models have become a popular tool in econometric time series modeling since their introduction in Hamilton [1989].These models have been widely applied for equity-returns for investment guarantees. A prominent risk management challenge is hedging these guarantees, given the equity regime switching process. This presentation develops some methodologies for regime-switching portfolio replication and use real world data to demonstrate and evaluate their effects. A Bayesian approach for regime switching model fitting is used, which allows for the examination of the robustness of each of the optimization methods when parameter uncertainty is present.

Description: Panelists discuss some of the latest developments and actuarial involvement in the area of risk management for insurance companies. Included is a discussion of value-at-risk [VAR]. From the 1997 Record of Society of Actuaries, Vol. 23, No. 3.

Description: Presented at May 2002 Spring Meeting. Panelists identify the risks and risk-mitigating actions that an insurer can take. Approaches discussed include reinsurance, investment programs and offsetting risks in one product against those in others.

Description: This session 101PD of the Toronto Spring Meeting presents ideas on what causes liquidity concerns and discusses how to model and manage liquidity risk.From the Record of the Society of Actuaries, Volume 27, No. 2, Session 101PD

Description: Apart from their operating environment and the core risks they help others mitigate, organizations are largely impacted by behaviors--particularly those of their policyholders. This session builds on the first session in this series by considering how medical advances might influence policyholders, while also considering how agents/brokers, product design, and the economy can also be influencers. Weigh whether and to what extent behavioral uncertainties have been adequately integrated into the firms' assessments of business performance, both past and future. The presenters will also highlight activities being undertaken by firms to influence behaviors, in part building on the second session in this series by considering these activities through a regulatory lens. This session is for anyone interested in enhancing their understanding of uncertainty due to behavioral factors.

Description: This panel discussion, which occurred at the October 1982 Society of Actuaries Annual Meeting in Washington D.C., presented information on the management of assets in relationship to liabilities. The information was based on a report from the C-3 Risk Task Force. Topics included: 1. Design of investment strategies to develop cash flow patterns appropriate with the liabilities. 2. Structuring the company to assure that investment returns are channeled to appropriate lines of business. 3. Valuing liabilities to appropriately recognize the relationship between assets and liabilities. 4. Should the actuary be concerned with certification of assets as well as liabilities? 5. Equity among lines contributing to investable cash flow.

Description: In session 74OF of the Montreal Spring Meeting panelist discuss the overall structure of management of corporate risk, including asset/liability management. From the Record of the Society of Actuaries, Vol. 23, No. 2.