Displaying 4 results from an estimated 4 matches for "meanerror".
2008 Apr 01
1
garch prediction
Hello
I want to predict the future values of time series with Garch
When I specified my model like this:
library(fGarch)
ret <- diff(log(x))*100
fit = garchFit(~arma(1,0,0)+garch(1, 1), data =ret)
predict(fit, n.ahead = 10)
meanForecast meanError standardDeviation
1 0.01371299 0.03086350 0.03305819
2 0.01211893 0.03094519 0.03350248
....................................................................................
I know that if I use fit = garchFit(~garch(1, 1), data =ret) I got constant
mean, so trherefore I includ...
2011 Sep 20
0
predict() of garchFit
Hi,
could anyone tell me how predict() predicts the meanError or
standardDerivation of a garchFit(1,1)-model,
knowing the coefficients mu, omega, alpha1, beta1 and of course all
datapoints?
Thanks and sorry for my poor english.
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Sent from the R help mai...
2013 Feb 17
0
forecast ARMA(1,1)/GARCH(1,1) using fGarch library
...a t-student as conditional distribution,
for this i used the fGarch librray, the code is the following:
h<-garchFit(~arma(1,1)+garch(2,2),data=R,cond.dist="std",TRACE=F)
On the other hand, for the prediction i use the function "predict".
predict(h,10)
meanForecast meanError standardDeviation
1 0.001451401 0.01531682 0.01531682
2 0.001265062 0.01540083 0.01539350
3 0.001263344 0.01549628 0.01548892
4 0.001263328 0.01557306 0.01556565
5 0.001263328 0.01566420 0.01565676
6 0.001263328 0.01574062 0.01573312
7...
2010 Mar 17
1
Reg GARCH+ARIMA
Hi,
Although my doubt is pretty,as i m not from stats background i am not sure
how to proceed on this.
Currently i am doing a forecasting.I used ARIMA to forecast and time series
was volatile i used garchFit for residuals.
How to use the output of Garch to correct the forecasted values from ARIMA.
Here is my code:
###delta is the data
fit<-arima(delta,order=c(2,,0,1))
fit.res <-