Real-time Inflation Forecasting Using Non-linear Dimension Reduction Techniques

Niko Hauzenberger, Florian Huber, Karin Klieber

In this paper, we assess whether using non-linear dimension reduction techniques pays off for forecasting inflation in real-time. Several recent methods from the machine learning l…