high-dimensional filtering; real-time estimation; coincident indicator; leading indicator; parameter shrinkage; business cycles; dynamic factor model

The paper studies regularised direct filter approach as a tool for high-dimensional filtering and real-time signal extraction. It is shown that the regularised filter is able to process high-dimensional data sets by controlling for effective degrees of freedom and that it is computationally fast.