Description: This article discusses facts and issues related to the selection of a stock’s price distribution.

Description: This article is part of a 2 part series on real options analysis (ROA). Before you can understand the limitations of ROA, you must first understand the difference between risk and uncertainty. This article goes into detail explaining the vast differences between the two phenomena.

Description: All things considered, caution needs to be applied to the use of so-called “standard” mortality tables. Sharpening up these blunt estimates by using individual assumptions reveals material differences in the structure of longevity, both between plans and within plans.

Description: U.S. bond markets have undergone dramatic changes due to the 2008 Global Financial Crisis (GFC) and the COVID-19 pandemic. In taking a retrospective view, we can see that bond markets, viewed through the lens of major bond indices, have been evolving for quite some time. Within this paper, TD Asset Management Inc. (TDAM) will explore underlying changes that have occurred within the U.S. Corporate Bond Index, a sub-component of the larger U.S. investment grade bond market, over the past decade. We will highlight key structural changes that have occurred within bond markets and why they are noteworthy

Description: This article provides a retrospective on investment risk management while highlighting actuarial tools used by portfolio risk managers.

Description: The investment risk taken by a pension fund comprises strategic risk and active risk. This paper discusses the relative merits of these two types of risk to the pension fund, possible rationales for the levels of strategic and active risk typically adopted mechanisms for capturing manager skill without taking on equity risk, and issues in setting liability-based benchmarks for investment managers

Description: This article discusses how FHLB advances, i.e. low cost loans, can supply valuable risk management benefits. By carefully structuring an advance to mature coincident with the anticipated premium inflows generated by insurance products, a company can largely eliminate future net cash flows and consequently the need to invest them in uncertain capital markets.

Description: This article summarizes key points from the recently published research paper “Deep Learning for Liability-Driven Investment,” which applies reinforcement learning and deep learning techniques to liability-driven investment (LDI).

Description: This is the second part of a 2 part series on Real options analysis (ROA). This article looks into the limitations of using financial option theory when doing real options analysis with projects that are long-dated and uncertain, such as: 1. First-degree homogeneity, 2. Uncertainty must derive from Brownian motion, and 3. Risk neutrality.

Description: This article presents recent developments and trends with respect to Economic Capital based on the work of the EC subgroup of the SOA's Risk Management Task Force.