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Foreign Exchange Rate Data

Data and example from Fernando Tussell, "Kalman Filtering in R", Journal of Statistical Software, http://www.jstatsoft.org/v39/i02/paper.

The data are three time series of exchange rates of BEF (Belgian Franc), CHF (Swiss Franc), and DEM (German Deutchmark)

Two models are estimated.

  • fx_equicorr.stan: local level models for each series with a common measurement correlation.
  • fx_factor.stan: Single factor model with local level factor.

Both models use the data in fx.data.R as input.

Nile Data

Example used in Fernando Tussell, "Kalman Filtering in R", Journal of Statistical Software, http://www.jstatsoft.org/v39/i02/paper, Durbin and Koopman (2001), and the papers in Journal of Statistical Software Vol 41, a special issue on state space models, http://www.jstatsoft.org/v41.

nile.stan is the model, and nile.data.R is the input data.