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Can We Use Seasonally Adjusted Indicators in Dynamic Factor Models?
2012
Social Science Research Network
We examine the short-term performance of two alternative approaches to forecasting using dynamic factor models. The fi rst approach extracts the seasonal component of the individual indicators before estimating the dynamic factor model, while the alternative uses the nonseasonally adjusted data in a model that endogenously accounts for seasonal adjustment. Our Monte Carlo analysis reveals that the performance of the former is always comparable to or even better than that of the latter in all
doi:10.2139/ssrn.2159652
fatcat:d6tuticexjcajbettvm2uecnsi