Description Usage Arguments Value Author(s)
Method for performing rolling estimation of the GO-GARCH model.
1 2 3 4 5 | gogarchroll(spec, data, n.ahead = 1, forecast.length = 50, refit.every = 25,
refit.window = c("recursive", "moving"), parallel = FALSE,
parallel.control = list(pkg = c("multicore", "snowfall"), cores = 2), solver = "solnp",
external.forecasts = list(mregfor = NULL), fit.control = list(), solver.control = list(),
rseed = NULL, save.fit = FALSE, save.wdir = NULL, ...)
|
spec |
A GO-GARCH spec object of class |
data |
A multivariate data object. Can be a matrix or data.frame or timeSeries. |
n.ahead |
The forecast horizon (only 1-ahead supported for rolling forecasts). |
forecast.length |
The length of the total forecast for which out of sample data from the dataset will be excluded for testing. |
refit.every |
Determines every how many periods the model is re-estimated. |
refit.window |
Whether the refit is done on an expaning window including all the previous data or a moving window, the length of the window determined by the argument above (“refit.every”). |
parallel |
Whether to make use of parallel processing on multicore systems. |
parallel.control |
The parallel control options including the type of package for performing the parallel calculations (‘multicore’ for non-windows O/S and ‘snowfall’ for all O/S), and the number of cores to make use of. |
solver |
The solver to use. |
external.forecasts |
A list of external.regressor forecast matrices for the conditional mean equation (mregfor). |
fit.control |
Control parameters parameters passed to the fiting function. |
solver.control |
Control parameters passed to the solver. |
rseed |
Initialization seed for first ICA fit. The rest of the ICA fits are initialized with the previous mixing matrix (using A.init). |
save.fit |
Whether to save the fitted objects of class |
save.wdir |
If “save.fit” is true, the directory in which to save the
|
... |
. |
An object of class goGARCHroll
.
Alexios Ghalanos
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