Read our publication as we unpack these key considerations for incorporating Forward-Looking Information (FLI) and credit overlay adjustments in an IFRS 9 ECL model using a hybrid approach.

Flow rate represents the probability of a receivable moving into the next aging bucket in the subsequent period. This calculation is performed periodically in line with business practice. A loss rate is calculated for each bucket.

Approaches to incorporate forward-looking scenarios: there are various methods to incorporate forward-looking information in measuring ECL. Which approaches are acceptable? When are multiple scenarios relevant? A non-linear relationship in ECL may be a result of some or all components of ECL.

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Feb 1, 2018 · There are 2 main approaches: traditional multivariate time series and supervised machine learning. It is beneficial to apply data transformation and feature engineering to raw time-series MF data.

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