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.
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.