Factor models have become the most successful tool in the analysis
and forecasting of high-dimensional time series. This monograph
provides an extensive account of the so-called General Dynamic
Factor Model methods. The topics covered include: asymptotic
representation problems, estimation, forecasting, identification of
the number of factors, identification of structural shocks,
volatility analysis, and applications to macroeconomic and
financial data.
General
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