Description: Presented at 1983 Actuarial Research Conference. Discussion focuses on improving coordination between practicing actuaries, academic actuaries and non-actuarial academics. The situations in Canada and the UK are also discussed. The emphasis is on research and communications among the different parties.

Description: Regulatory change and increased focus on internal risk management are driving a renewed interest in model efficiency. In this session, we will review several new and existing tools, that show significant promise for advanced modeling of equity linked products. These include: • Clustering • Use of unique--and potentially a different number of--scenarios for each policy • Semi Monte Carlo (SMC) – this is a proprietary technique that is similar to a combination of Monte Carlo and numeric integration • Using a neural network approach to optimize some of the more complex and manual aspects of clustering and improve the fit of the clustered model • Combining SMC with the use of unique scenarios per policy

Description: This third session in the Munich Re series continues with an exploration of responses to the changing workplace landscape from those inside the industry. The presenters will focus on practical approaches to identifying new opportunities, and on ways in which traditional products and sales channels are changing to meet emerging needs. Are voluntary benefits still relevant? Yes, but they are changing. While the first session provided an overview of the future workplace, this session will provide an overview of the current and evolving voluntary benefits market. Sales processes and products will be challenged to change to keep up with the new workplace dynamic. The presenters share strategies for developing products and sales channels that are robust and flexible enough to address evolving customer needs.

Description: In reaction to a spate of model conversion activity and rising acceptance of model risk management techniques, many companies have, or are in the process of centralizing their modeling function to accommodate both governance and efficiency demands. These operating model changes have produced a wide range of questions and issues, such as division of labor, roles and responsibilities, selection of tasks to keep decentralized, among others. This session will frame a series of key considerations around modeling function consideration, and share lessons learned with the audience.

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: This session at the SOA 1990 Hartford Spring Meeting is about asset segmentation, i.e. segmenting assets among lines of business or liabilities, and how this enhances asset/liability mangement.

Description: This 1978 panel discussion examined dividend philosophy. Topics covered: I. The appropriate basis of dividend illustrations 2. The professional responsibility of the actuary in the establishment of dividend scales and in dividend illustration practices 3. The need for professional opinions and guidelines concerning policyholder dividends and illustrations 4. The adequacy of the recommendations of the Committee on Dividend Philosophy in addressing current concerns. 5. Differences between the approach of the Cormnittee on Dividend Philosophy and the traditional approaches. 6. The development of dividends for participating products in stock companies.

Description: Panelists discuss the NAIC new loss ratio requirements for limited benefit [supplemental] health plans and companies' responses to these requirements. From the Record of the Society of Actuaries, Vol. 25, No. 2.

Description: This session at the 1998 Valuation Actuary Symposium presents a framework for managing surplus based on the knowledge bases of the CFA designation and the SOA curriculum for the finance and investment specialty.

Description: Learn industry best practices including challenges faced by retirees, such as needing exposure to growth, most exposed to sequencing risk, and the need for smooth returns to avoid poor investor behavior caused by risk aversion. Other topics will include how to set investment objectives which consider the members’ real-world needs and how to build portfolios and implement risk management strategies to meet those objectives. The speaker will provide real-life examples/case studies.