Displaying 15 results from an estimated 15 matches similar to: ""rugarch" package"
2013 Mar 12
1
rugarch: GARCH with Johnson Su innovations
Hey,
I'm trying to implement a GARCH model with Johnson-Su innovations in order to simulate returns of financial asset. The model should look like this:
r_t = alpha + lambda*sqrt(h_t) + sqrt(h_t)*epsilon_t
h_t = alpha0 + alpha1*epsilon_(t-1)^2 + beta1 * h_(t-1).
Alpha refers to a risk-free return, lambda to the risk-premium.
I've implemented it like this:
#specification of the model
2017 Jun 07
0
Getting forecast values using DCC GARCH fit
Hi,
I am trying to fit a multivariate time series model using DCC GARCH model
and forecast it.
The data looks like this:
> head(datax)
x vibration_x Speed
1 2017-05-16 17:53:00 -0.132 421.4189
2 2017-05-16 17:54:00 -0.296 1296.8882
3 2017-05-16 17:55:00 -0.572 0.0000
4 2017-05-16 17:56:00 -0.736 1254.2695
5 2017-05-16 17:57:00 0.000
2017 Jun 07
0
Getting forecast values using DCC GARCH fit
Hi,
I am completely new to GARCH models and trying to fit a multivariate time
series model using DCC GARCH model and forecast it.
The data looks like this:
> head(datax)
x vibration_x Speed
1 2017-05-16 17:53:00 -0.132 421.4189
2 2017-05-16 17:54:00 -0.296 1296.8882
3 2017-05-16 17:55:00 -0.572 0.0000
4 2017-05-16 17:56:00 -0.736 1254.2695
5
2011 Nov 14
0
rugarch data format?
I am sorry to ask this group but the maintainer of this package did not
leave an email address.
Has anyone used or is using the 'rugarch' package with time-series data
(ts)? I try to fit a GARCH model to my data using the following:
> gf <- ugarchfit(data=l[["MEN"]]$series, spec=spec)
and I get:
Error in .extractdata(data) :
rgarch-->error: class of
2011 Dec 06
1
rugarch package: is this forecast correct?
Let me start with the code:
library(quantmod)
library(rugarch)
getSymbols("SPY", from="1900-01-01")
rets=na.trim(diff(log(Cl(SPY))))
tt = tail(rets["/2004-10-29"], 1000)
spec = ugarchspec(variance.model=list(garchOrder=c(1,1)),
mean.model=list(armaOrder=c(2,5)), distribution.model="sged")
for(ii in 1:10)
{
ttFit = ugarchfit( spec=spec,
2017 Jul 29
1
rugarch package: VaRTest()
Dear all,
I want to backtest my Value at Risk output using the VaRTest() function in the rugarch package. I do not understand if the numeric vector of VaR which needs to be calculated is in negative or positive terms. Usually VaR is expressed in positive terms.
Do I have to use positive values for VaR in the VaRTest() formula?
Thanks for your help.
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2012 Jul 26
1
gamma distribution in rugarch package
Hi guys,
does anyone know if there is the possibility to fit a gamma distribution
using ugarch?honestly i don't know if maybe is possible to fix some
parameters that reduce ghyp or ged in a gamma distribution..
thanks a lot
sara
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2012 Oct 22
1
Egarch (1,1) with Student t distribution using rugarch
Hi
I was trying to implement Egarch (1,1) with Student t distribution using rugarch. But I was not getting any value.
Following were the commands that I was using:
library(rugarch)
spec=ugarchspec(variance.model=list(model="eGARCH", garchOrder=c(1,1)), mean.model=list(armaOrder=c(1,1), arfima=FALSE), distribution.model="std")
fit=ugarchfit(data=b,spec=spec)
sigma(fit)
May I
2011 Oct 17
5
Install the rugarch-package
Hi,
i am unable to install the rugarch package.
More than that i do not even find this package in my list of possible
packages.
Its possible than the name has changed, or the package is not longer
availiable?
Is there a similar package avaliable for garch modelling except the fGarch
what i am using now?
many Thanks
Roland
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2013 Nov 16
1
r documentation rugarch egarch
Hi,
I`m about to switch from STATA to R and have serious troubles to find proper
documentations on the internet.
Right now I try to find a proper documentation of the eGARCH model being
part of the rugarch package.
Neither here
http://cran.r-project.org/web/packages/rugarch/vignettes/Introduction_to_the_rugarch_package.pdf
nor here
http://cran.r-project.org/web/packages/rugarch/rugarch.pdf
could
2012 Oct 25
2
Egarch (1,1) with Student t distribution in RExcel
Hi
I want to implement Egarch (1,1) with t distribution model using RExcel and VBA.
May I know the syntax.
Following is the code that I 'm using.
rinterface.RRun "spec=ugarchspec(variance.model=list(model=(eGARCH),garchOrder=c(1,1)), mean.model=list(armaOrder=c(1,1), arfima=FALSE), distribution.model=(std))"
rinterface.RRun "fit = ugarchfit(Data = b, spec = spec)"
2013 Jun 16
4
can't install rugarch and nloptr packages in R 3.01 opensuse linux
I can't install rugarch package because installation of nloptr package fails .
I use opensuse 12.3
# uname -a
Linux candide 3.7.10-1.11-desktop #1 SMP PREEMPT Thu May 16 20:27:27 UTC 2013 (adf31bb) x86_64 x86_64 x86_64 GNU/Linux
my gcc version is 4.8.1
I compiled and installed R 3.01 . then I tried to install rugarch package but it fails because it can't install depended package nloptr.
2012 Apr 28
2
"Modified Diebold-Mariano Test" with forecast package
Hi
I tried to calculate modified Diebold-Mariano Test in R . I have already
find a "forecast" package to calculate the
Diebold-Mariano Test.
Please let me know how to obtain " Modified Diebold-Mariano Test" ?
Regards,
Serdar
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2012 Oct 10
1
"optim" and "nlminb"
#optim package
estimate<-optim(init.par,Linn,hessian=TRUE, method=c("L-BFGS-B"),control =
list(trace=1,abstol=0.001),lower=c(0,0,0,0,-Inf,-Inf,-Inf,-Inf,-Inf,-Inf,-Inf,-Inf,-Inf),upper=c(1,1,1,1,Inf,Inf,Inf,Inf,Inf,Inf,Inf,Inf,Inf))
#nlminb package
estimate<-nlminb(init.par,Linn,gr=NULL,hessian=TRUE,control =
2007 Apr 11
3
Fortran coding standards
I have some comments on the Fortran code in the
fseries package in file 4A-GarchModelling.f ,
especially the subroutine GARCHFIT and function
DSNORM.
I appended the code to the end of an earlier message,
but it was rejected by some rule. Let me first say
that I am grateful that packages for financial
econometrics exist in R.
Fortran 77 had PARAMETERs, and PARAMETERs equal to
99999 and 200 should