Update inflation model – Fight against inflation remains tough

Our quant model based on machine learning confirms the forecasts for the euro area inflation in the coming months.

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Dr. Vincent Stamer

Commerzbank Economic Research

02/25/2025

Inflation is likely to remain above the ECB's target. Accordingly, headline inflation will remain above the ECB's target in the coming months. This is also supported by the persistently high wage inflation in the fourth quarter of last year. The core rate will fall mostly due to base effects.

Headline inflation remains stubborn

Our quant model for inflation in the euro area based on machine learning (see here ) continues to expect a tough battle against inflation. The model forecast in February changed little compared to January and predicts inflation above the ECB's target of 2% for the coming months. Inflation will likely fall only in February.

For our forecast overall, we generally add further assumptions to the purely data-driven quant model. In particular, assumptions about insurance premiums and other special factors for January have in the past driven a wedge between the overall forecast and the quant model. As these special factors have now largely been realized, the difference between the forecast and the quant model has narrowed significantly.

For full text see attached PDF-Version.