Displaying 20 results from an estimated 2000 matches similar to: "Questions regarding R and fitting GARCH models"
2006 Nov 22
2
problems with garchFit
Hi all,
I post it on both r-help and r-finance since I don't know where is most
appropriate for this topic. Sorry if it bothers you.
I did garch fitting on S&P500 monthly returns with garchFit from fSeries. I
got same coefficients from all cond.dist except normal. I thought that is
probabaly usual for the data. But when I play with it, I got another
question.
I plot skew normal with
2011 May 12
2
DCC-GARCH model and AR(1)-GARCH(1,1) regression model
Hello,
I have a rather complex problem... I will have to explain everything in
detail because I cannot solve it by myself...i just ran out of ideas. So
here is what I want to do:
I take quotes of two indices - S&P500 and DJ. And my first aim is to
estimate coefficients of the DCC-GARCH model for them. This is how I do it:
library(tseries)
p1 = get.hist.quote(instrument =
2006 Apr 26
2
garch in tseries
Hello again!
Is there a way to include a mean in the garch function in the
library(tseries), please?
I tried include.mean=T in the function statement but it didn't work
thanks in advance!
R Version 2.2.1 Windows
Sincerely,
Erin
mailto: hodgess at gator.uhd.edu
2004 Nov 10
2
fSeries
Good morning everyone,
I use for the first time the package fSeries and i try to run the example
given by Diethelm Würtz. But when i run its example which is the following
#
# Example:
# Model a GARCH time series process
#
# Description:
# PART I: Estimate GARCH models of the following type ARCH(2)
# and GARCH(1,1) with normal conditional distribution functions.
# PART II: Simulate
2005 Dec 13
1
fSeries
I'm trying to use garchFit from fSeries, with Student or Skewed Student conditionnal distribution. Let's say that eps (vector) is my series of daily log-returns:
data(EuStockMarkets)
eps = diff(log(EuStockMarkets[,"CAC"]))
library(fSeries)
g = garchFit(series = eps, formula.var = ~garch(2,2), cond.dist = "dstd")
s = g at fit$series
All the coefficients are ok
2005 Nov 21
2
garch function in R
I'm using R 2.1.1 and just successfully installed packages tseries, fseries.
I try to run example
http://www.maths.lth.se/help/R/.R/library/tseries/html/garch.html
But it shows
> x.arch <- garch(x, order = c(0,2)) # Fit ARCH(2)
Error: couldn't find function "garch"
Then I run command
> help.search("garch")
it shows the R information.
2005 Apr 11
1
TSeries GARCH Estimates accuracy
Hi,
I am trying to fit a GARCH(1,1) model to a financial timeseries using the 'garch' function in the tseries package. However the parameter estimates obtained sometimes match with those obtained using SAS or S-Plus (Finmetrics) and sometimes show a completely different result. I understand that this could be due to the way optimization of MLEs are done, however, I would appreciate any
2005 Dec 25
1
Different ARCH results in R and Eviews using garch from tseries
Dear Sir,
First of all Happy Holidays!,...
I am writing to you because I am a bit confused about ARCH estimation.
Is there a way to find what garch() exactly does, without the need of
reading the source code (because I cannot understand it)?
In Eviews (the results at the end) I am getting different results than
in R (for those that have the program I do: Quick -> Estimage Equation
->
2006 Jul 14
1
Help for updating package
I have a problem with garchFit fuction in fSeries package. I found the
following reply on one of the R list:
"GARCH-Modelling is not easy, and indeed for your dataset the default
"Sequential Quadratic Programming" solver doesn't converge. I observed
this also for some other time series. There is already an updated
version on the server,
2009 Nov 06
1
GARCH Models in R
Dear all,
I'm using garchFit from fSeries package and I am not getting the desired
results (error message : could not find function "garchFit" ).
Would you please advise as to how I can build an ARIMA(p, d, q) -
GARCH(p,q) model using R
see the attached data and R-output.
Thanking you in advance
Kind regards
Mangalani Peter Makananisa
Statistical Analyst
South
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
2007 Jan 06
1
garchFit in R
Dear all,
I have problem here :
I'm using garchFit from fSeries package, here is part of the script :
> data <- read.table("d:/data.txt")
> a <- garchFit(~garch(1,1),ts(data))
I also attached the file here. In my experience, I got my R not responding.
I also tried with
> a <- garchFit(~garch(1,1),ts(data*10))
and it's worked.
I
2007 Jul 19
0
fSeries GARCH(1,1)
Hello all, I am trying to use the "garchFit" function in the fSeries Package
to fit a Garch(1,1) Model with t distribution. I am using the following
codes.
fit <- garchFit(~garch(1,1),data,cond.dist="dstd")
fitted(fit)
I was expecting the fitted(fit) would return the fitted volatility, but the
result turns out to be a series of repeated same value. I tried to change
the
2005 Feb 22
1
Does R has the function for garch-t, gjr-garch, qgarch and egarch
Dear all,
I would like to know that R has the function for garch-t,gjr-
garch,qgarch and egarch.
Best Regards,
Luck
2005 Jul 08
2
Garch in a model with explanatory variables
Dear helpers,
does anyone know a function to fit a model with:
- y mean that is regressed on a set of explanatory variables
- y variace behaving as a garch or as a garch in mean
Thank you so much for your help,
Carlo
2006 Nov 22
0
questions about garchFit
Hi all,
I was trying garchFIt() of fSeries to fit volatility of monthly log returns
of S&P500. I tried residuals of normal, student t, skew normal, skew t. But
all innovations except normal got exaxtly same coefficients, even if I
changed their parameters of skew and shape.
Is this correct for the data or something wrong? I am attaching the code,
thank you.
Muster
#GARCH analysis of
2005 Dec 04
1
fSeries: garchOxFit - is really the example provided not runnig?
Dear R-helpers,
I have just loaded the fSeries package and I wanted to run the example provided in the documentation of garchOxFit but I got the following:
> library(fSeries)
> ?garchOxFit
> library(datasets)
> ?garchOxFit
> ## Not run:
> ## garchOxFit -
> # Load Benchmark Data Set:
> data(dem2gbp)
> x = dem2gbp[, 1]
>
2011 May 10
0
DCC-GARCH model and AR(1)-GARCH(1, 1) regression model - help needed..
Hello,
I have a rather complex problem... I will have to explain everything in
detail because I cannot solve it by myself...i just ran out of ideas. So
here is what I want to do:
I take quotes of two indices - S&P500 and DJ. And my first aim is to
estimate coefficients of the DCC-GARCH model for them. This is how I do it:
library(tseries)
p1 = get.hist.quote(instrument =
2007 Oct 31
1
problem with package fSeries
Helo,
please look at the log below: after loading the fSeries library, I can not use the log function. Is this a bug or what am I doing wrong?
Because of this, I'm unable to use the garch library.
thanks a lot for any help,
Balazs Torma
> log(1)
[1] 0
> require("fSeries")
Loading required package: fSeries
Loading required package: robustbase
Loading required package:
2006 Apr 26
1
garchFit from fSeries
Dear R People:
I'm trying to use the garchFit function from the library(fSeries)
However, R freezes every time that I use it.
Is anyone else having this problem, please?
Thanks in advance!
R Version 2.2.1 Windows.
Sincerely,
Erin Hodgess
Associate Professor
Department of Computer and Mathematical Sciences
University of Houston - Downtown
mailto: hodgess at gator.uhd.edu