Description: The speakers will discuss the replication of long-term options, including a discussion of issues such as liquidity, transaction costs, slippage, impact of policyholder behavior, and machine learning algorithms to improve hedge effectiveness.

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: The hybrid Life/LTC and Life / Chronic Illness market is an exciting market that is in its relative infancy. There are many new companies that have just entered, or are considering entering, the hybrid market. Hybrid sales have grown tremendously over the past decade and are still going strong, with annual premium revenue estimated to be above $4 billion per year. The young issue ages for these products, relative to when LTC benefits are paid, means that the claim experience in the industry for these products is still very limited. Additionally, there are many moving parts to these products that present correlated risks and assumptions. The new entrants to the market, limited experience, and the interactions of risks create an environment equipped for vibrant discussions on the product structure, risks, assumptions, and considerations for modeling these hybrid products. The presenters would provide insight into each of these topics through a conceptual discussion, supported by observational data from case study projections and sensitivities.

Description: Table of contents for the 1999 Spring meeting of the Society of Actuaries, held in Seattle, Washington

Description: The presenter will share his opinion on the major and minor cycle of the global and China economy. He believes that the recovery of the major cycle depends on the resonance of politics between China and the United States, as well as reform. As the minor cycle is V-type, the weak recovery depends on policy and price increase. The liquidity regulation and the growth advance together. The economic cycle is stabilizing, monetary policy is tightening the margin and the importance of the regulation is increasing. But the increase of the economy is critical to risk controlling.

Description: General Introduction of Block Chain•This session will introduce the definition, history and current status of block chain, as well as the necessities of its development.Incorporating Block Chain into the Insurance Industry•Presenters will illustrate the significant roles, unique features and future prospects of block chain’s application in an insurance company’s operation.Actuarial Application in Block Chain Development•Experts will demonstrate what roles actuaries play and how actuarial techniques can be optimized in block chain development.The Achievements of Block Chain’s Application in Sunshine Insurance Group•This session will discuss the implementation process, as well as the remarkable achievements of block chain’s application in Sunshine Insurance Group.

Description: Attendees will discuss and share their experiences regarding current and anticipated challenges with respect to health reserves. Attendees will have the opportunity to ask questions and voice concerns to their peers to get real world feedback from actuaries with similar experiences. You don't want to miss this session!

Description: This session at the SOA 1998 Maui I Spring Meeting gives an overview of the equity indexed market and discusses the issues associated with managing these products after issue.

Description: Ever wanted to do a Kaggle data science competition, but didn't know where to start? This presentation meets the needs of actuaries interested in predictive analytics and competitive data science. The presentation will describe the nature of competitive data science, and provide insights into lessons learned by competing in the Airbus Ship Detection Challenge at Kaggle, as well as other Kaggle competitions. The presenters will provide an introduction to neural networks and describe the nature of the Airbus Ship Detection Challenge and other Kaggle competitions, plus a solution approaches that can be used to obtain top scores using Convolutional Neural networks (CNNs), random forests and boosted trees.

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.