Norges Bank

Staff Memo

From averages to tail effects: A VAR quantile regression analysis of credit losses in Norway

Forfatter:
Ragna Alstadheim, Nicolò Maffei-Faccioli, Rønnaug Melle Johansen and Thomas André Kristiansen Marøy
Serie:
Staff Memo
Nummer:
14/2025

Abstract

Credit losses are the primary driver of large fluctuations in bank earnings and capital,
often spiking sharply during periods of economic stress. In this Memo, we analyse the
link between macroeconomic conditions and aggregate credit losses for large Norwegian banks, explicitly addressing model uncertainty within a VAR framework. We focus on tail-risk dynamics and find that the short-term upside risk of credit losses relative to total assets is largely driven by inflation and policy rate shocks. These shocks presumably increase borrowing costs and weaken economic activity, intensifying financial strain on households and firms. By capturing nonlinear effects and accounting for model uncertainty, our findings provide valuable insights for stress test calibration and macroprudential policy design.

Staff Memo inneholder utredninger og dokumentasjon skrevet av Norges Banks ansatte og andre forfattere tilknyttet Norges Bank. Synspunkter og konklusjoner i arbeidene er ikke nødvendigvis representative for Norges Bank.

ISSN 1504-2596 (online)

Publisert 12. november 2025 09:30
Publisert 12. november 2025 09:30