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Newsletter on EAA Websessions - 2/2022

Newsletter on recently published EAA Websessions
2/2022

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!New web sessions online!

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Within the last few weeks, we have published four new EAA web sessions on several up-to-date topics like IFRS17, Neural Networks and Climate Risk.
Enjoy reading our second EAA newsletter on web sessions in 2022!

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Web Session "IFRS 17: Investment Components and Other Non-Service Payments" on 11 May 2022
The IASB issued 2017 the new comprehensive insurance accounting standard IFRS 17, with amendments issued in 2020. In line with IFRS 9, IFRS 17 does not permit to present receipts and repayments of deposits, in IFRS 17 referred to as investment components, in P&L. In general, all payments which do not represent the provision of services are excluded from presentation in P&L. The identification of such payments requires judgment and the proper exclusion of those amounts from P&L is a challenge for the accounting systems.
The needed identification of cash flows not related to services introduces new considerations in the accounting process. Those will be discussed and approaches to achieve an adequate reflection in presentation. That does not only apply to contracts with savings elements, as in life insurance. As well non-life insurance contracts and reinsurance contracts often contain investment components and premium refunds. As well examples from those areas are presented and discussed.
further details

Web Session "IFRS 17: The Variable Fee Approach - Basics and Challenges" on 25 May & 1 June 2022
Starting from the revenue recognition concepts of fee-based services, we will discuss the qualification criteria of IFRS 17 for the VFA. Basis are certain contractual features, including the identification of the underlying items belonging to the contract. Further conditions need to be met to qualify insurer's share in the surplus as (variable) fee. Other contractual features like inheritance and mutualisation may add complexity to the measurement of the cash flows under a contract and their effect is explained. Changes of the overall variable fee expected to be received under the influences the subsequent measurement of the Contractual Service Margin, the key difference of the VFA to the general model. The explanation of those differences will be the main part of the second session. However, the web session cannot focus on consequences and solutions for specific jurisdictions.
further details

Web Session "Neural Networks Meet Least Squares Monte Carlo at Internal Model Data" on 8 & 15 June 2022
Solvency II aims at implementing a set of robust solvency rules for insurance companies, which takes the most material risks into account in an adequate way. In principle, the Solvency II framework requires the derivation of the full loss distribution of the available Own Funds, with the goal of deriving its correct Value-at-Risk. This particularly does not only involve a market consistent calculation of the economic balance sheet items at the valuation date but also its re-evaluation for each possible scenario at the risk horizon (one year within Solvency II).
Most insurance companies avoid this enormous effort by applying the standard formula approach to calculate the Solvency Capital Requirement (SCR). But the largest life insurers usually stick to the original Solvency II requirement and develop a full-scale internal model which allows them to calculate the economic balance sheet for thousands of one-year scenarios. The focus of this web session is on presenting a regression-based Monte Carlo approach in order to estimate the SCR. By doing so, we challenge the state-of-the-art Least Squares Monte Carlo approach based on polynomials by the most promising machine learning technique, namely ensemble of neural networks.
further details

EAA's Climate Day 3.0: "Actuaries & Climate Scientists Join Forces" on 13 June 2022
It is becoming increasingly evident that the actuarial community's understanding of climate risk is not yet as developed as its expertise on traditional insurance risks such as mortality risk. However, we have no good excuse to continue operating actuarial projection models over horizons of 40 years and beyond, without any allowance for climate change impacts. Yet how can we bridge the gap between complex climate models and complex actuarial models?
In our Climate Day, we address this challenge by leveraging actuarial know-how as well as that from climate science and data science in order to discuss the following questions:

  • Which climate data challenges are we facing and how can we overcome them?
  • How are atmospheric circulation, surface weather and climate extremes linked?
  • Why does Net Zero represent a unique investment opportunity?
  • How can we measure alignment of an asset portfolio with Net Zero?

further details

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Coming soon...

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3/4 March 2022
Web Session "Operational Risk for Actuaries"
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8 March 2022
Web Session "Introduction to Effective Visuals with ggplot2"
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10 March 2022
Web Session "ML Explainability in Actuarial Data Science: A Primer"
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14/15 March 2022
Web Session "An Introduction to Economic Scenario Generators and their Validation"
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16 March 2022
Web Session "Practical Machine Learning Applications in Finance and Insurance"
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... and a lot more! Explore our website for more information.

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actuarial-academy.com

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