Displaying 9 results from an estimated 9 matches for "bgtest".
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2008 Nov 06
2
How to return individual equation from {aidsEst} in package [micEcon]?
...using the function {aidsEst} in package [micEcon] to do an AIDS
model now. So far, everything is good. But I want to test the auto
correlation and heteroskedasticity of the individual equation from AIDS
demand system. How can I return the individual equation?
PS: serial correlation test is {bgtest} in package [lmtest] and
heteroskedasticity is {bptest} in package [lmtest], both of which need
the object of formula.
Thank you for your answer.
Christina
[[alternative HTML version deleted]]
2003 Aug 04
3
Breusch-Godfrey Test
> Dear R Helpers!
>
> bgtest{lmtest} performs the Breusch-Godfrey test for higher
> order serial
> correlation.
>
> Is the Higher Order Correlation function already programmed in
> R I couldn't find it?
>
> Sergei Petrov
>
?acf
?pacf
HTH,
Bernhard
------------------------------------------...
2011 Mar 16
1
Autocorrelation in linear models
...tion both in the data and in the residuals?
If we limit our worries to the residuals, it looks like we have a variety
of tests for lag=1:
stats::cor.test(residuals(fm)[-n], residuals(fm)[-1])
stats::Box.test(residuals(fm))
lmtest::dwtest(fm, alternative="two.sided")
lmtest::bgtest(fm, type="F")
In my model, a simple lm(y~x1+x2) with n=20 annual measurements, I have
significant _positive_ autocorrelation within Y and within both X vectors,
but _negative_ autocorrelation in the residuals. The residual
autocorrelation is not quite significant, with the p-values...
2010 Dec 26
2
What is the best way to lag a time series?
...) in a spreadsheet and import it
to R, which is not very satisfactory because it does not allow for much
flexibility.
Is there a straighforward command which allows me to easily construct a
lag when required and which allows me to, for example, use the lm()
command to fit a dynamic model and the bgtest() command to perform the
breusch-godfrey test on the same model?
Is it adviseable to use time series objects which consist of many time
series (like a dataframe) or is it better to have it contain only one
time series?
I would be grateful for any hints and links.
Thx!
Christian
2008 May 24
3
prototype causing value undefined error
...e.html. At this point, the image is simply displayed at
it''s native size and does not resize
If I comment out prototype, there is no error and the resize works as
expected.
I''ve uploaded a zip of a tiny example to demonstrate the problem. You
can grab it at...
http://nedron.net/bgtest.zip
Any help or pointers would be appreciated.
-David
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2011 Jun 08
1
Autocorrelation in R
...adm.br/main/ex_32.csv
--no-check-certificate", "ex_32.csv", method="wget")
ex32=read.csv("ex_32.csv")
lm_ex32=lm(gc ~ yd, data=ex32)
summary(lm_ex32)
# Durbin-Watson (slide 26)
library(lmtest)
dwtest(gc ~ yd, data=ex32)
# or
dwtest(lm_ex32)
# Breusch-Godfrey
bgtest(lm_ex32, order=2)
# AR(1)
# In e-views, the specification was:
# GC = YD AR(1)
# and the output was:
# Dependent Variable: GC
# Method: Least Squares
# Sample: 1970Q2 1995Q2
# Included observations: 101
# Convergence achieved after 6 interations
# ================================================...
2002 Oct 29
0
updated package "lmtest" 0.9-2
...on of the package `lmtest' for testing linear
regression models on CRAN. Except for a couple of minor bug fixes,
there are essentially these new features:
o added Breusch-Godfrey test for serial correlation
(thanks to David M. Mitchell who provided the initial version
of the code for bgtest)
o new data sets:
mandible measurements in fetuses,
US macroecnomic time series
o the Durbin-Watson test dwtest() now takes an alternative
argument. The default is to test for positive autocorrelation
(which was the only option before).
o a vignette, which describes the packag...
2004 Mar 24
0
LM omitted variables test
...amework for restrictions on linear models has been implemented in some
package?
My goal is to test for omitted variables, i.e. restrictions of the kind
beta_i=0, in the specification of an econometric model.
There are some particular implementations in this fashion in the lmtest
package (e,g, the bgtest() function, where the lagged residuals are
taken as the omitted variable); before trying to adapt that code, I
would like to check out if there are ready-to-use solutions available.
Thanks in advance
Giovanni
Giovanni Millo
Research Dept.
Assicurazioni Generali SpA
Ai sensi del D.Lgs.196/2003 s...
2013 Apr 14
2
ZA unit root test lag order selection
I was wondering if anyone could help with choosing optimal lag length for ZA
test.
There have been two lag order selection methods commonly used in the
literature:
1) The ZA paper recommends to run the test with maximum number of lags. Then
the lag order is reduced sequentially until the longest lag is statistically
significant;
2) One could also use AIC or SBC or other criteria to choose lag