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A Distributed Lag Approach to the Generalised Dynamic Factor Model (GDFM) (2410.20885v1)
Published 28 Oct 2024 in econ.EM and stat.ME
Abstract: We provide estimation and inference for the Generalised Dynamic Factor Model (GDFM) under the assumption that the dynamic common component can be expressed in terms of a finite number of lags of contemporaneously pervasive factors. The proposed estimator is simply an OLS regression of the observed variables on factors extracted via static principal components and therefore avoids frequency domain techniques entirely.
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