The gradual alignment of prudential regulations on Basel II/III standards since 2018, as well as improvements in banking supervision and macroprudential surveillance, have contributed to the WAEMU's banking system's resilience to recent global and regional shocks. However, while cyclical...

We propose a new machine-learning-based approach for forecasting Value-at-Risk (VaR) named CoFiE-NN where a neural network (NN) is combined with Cornish-Fisher expansions (CoFiE). CoFiE-NN can capture non-linear dynamics of high-order statistical moments thanks to the flexibility of a NN while...

Kazakhstan is vulnerable to transition risk due to the importance of its energy- and emissions-intensive sectors. Domestic and global climate policies would negatively affect Kazakhstan's economy, its firms, industries, and banks, with heterogenous impacts across industries and banks. Using both...

We construct a country-level indicator capturing the extent to which aggregate bank credit growth originates from banks with a relatively riskier profile, which we label the Riskiness of Credit Origins (RCO). Using bank-level data from 42 countries over more than two decades, we document that...

This paper presents a technical note on bank stress testing and climate risks analysis in Maldives. Although the Maldives' economy has rebounded strongly from the pandemic-induced contraction, macro and financial vulnerabilities remain. The stress test results broadly corroborated the identified...