Creal, Drew; Schwaab, Bernd; Koopman, Siem Jan; Lucas, Andre - Tinbergen Institute - 2011
We propose a dynamic factor model for mixed-measurement and mixed-frequency panel data. In this framework time series observations may come from a range of families of parametric distributions, may be observed at different time frequencies, may have missing observations, and may exhibit common...