IFRS 17 requires that risks inherent in the cash flows of the insurance contracts are considered in measurement, differentiating between financial risks and non-financial risks. While the financial risks are measured at their current (estimated) market value, non-financial risks are measured at “the compensation that the entity requires for bearing the uncertainty about the amount […]

The actuarial focus has changed significantly over the last couple of years. Computational power is increasing with exponential growth, in addition more and more data is available. This combination puts the actuarial profession into a position where a new understanding has to be developed on today‘s possibilities of actuarial science and its ethical implications. The […]

Insurance companies are quite busy with IFRS17 and devote relatively little attention to IFRS9, its equivalent on the asset side. The complexity of this standard must however not be underestimated. If not only regular bonds, but also some banking products, appear on the balance sheet, IFRS9 poses quite some challenges.   Due to the great […]

In 2017, after more than two decades of debates, outreach and Exposure Drafts, the IASB finally published the new IFRS 17 standard for Insurance Contracts. Following additional years of further debates on several actuarial and accounting-related aspects the new standard will become effective on 1st January 2023 and fundamentally change the way on how many […]

During the past decade, supervised classification problems have been identified in several actuarial fields, such as risk management, projection modeling, fraud and anomaly detection, etc. In many of these problems, the respective classification task is subject to a highly imbalanced dataset, i.e., the number of instances of the relevant class is extremely small in comparison […]