Displaying 20 results from an estimated 8000 matches similar to: "glm output format"
2009 Jul 26
1
obtain names of variables and data from glm object
Suppose we have some glm object such as:
myglm <- glm( y ~ x, data=DAT)
Is there an elegant way--or the "right way" within the R way of thinking--to
obtain the names of the response variable, the predictor variables, and the
dataset, as character strings?
For instance, suppose the "right way" was to use the (currently fictitious)
functions theresponse(), thepredictors(),
2010 Jul 28
1
Variance-covariance matrix from GLM
Hello,
Is there a way to obtain the variance-covariance matrix of the estimated parameters from GLM?
my.glm<-glm(mat ~X,family = binomial, data =myDATA)
out1<-predict(my.glm,se.fit = TRUE)
std<-out1$se.fit
se.fit is for getting the standard errors of the estimated parameters (\betas). Is there a way to get the variance-covariance matrix of the estimated parameters?
Many thanks,
2006 Jun 30
2
Passing arguments to glm()
Hi there
I want to pass arguments (i.e. the response variable and the subset
argument) in a self-made function to glm.
Here is one way I can do this:
f.myglm <- function(y,subfact,subval) {
glm(d.mydata[,y]~d.mydata[,'x1'],family=binomial,subset=d.mydata[,subfact]==subval)
}
> str(d.mydata)
`data.frame': 15806 obs. of 3 variables:
$ y : Factor w/ 2 levels
2006 Jun 20
2
glm beta hypothesis testing
In summary.glm I'm trying to get a better feel for the z output. The
following lines can be found in the function
1 if (p > 0) {
2 p1 <- 1:p
3 Qr <- object$qr
4 coef.p <- object$coefficients[Qr$pivot[p1]]
5 covmat.unscaled <- chol2inv(Qr$qr[p1, p1, drop = FALSE])
6 dimnames(covmat.unscaled) <- list(names(coef.p), names(coef.p))
2012 Jun 28
1
NIS expiration of passwords
Dear all,
I have a NIS server which shares a database of users between some
computers (nodes exactly) and I would like that, on the first login,
the user changes its password.
So, on the NIS server I have made: chage -d 0 USER
Then:
# cd /var/yp
# make
On the NIS server I have:
chage -l USER
Last password change : password
must be changed
Password expires
2019 Nov 04
3
Limit user password by time
Is it possible with "chage" to configure a password caducity for, at
most, 2 hours? I think "chage" only allows caducity for, at least, one day.
2006 Mar 02
1
predict.glm - how to?
Hi
I have a little R problem. I have created a GLM model in R and now I want to
predict some values outside the values I have in the model (extrapolate).
I have this code:
fitted.model4 <- glm(Yval ~ time, family=gaussian, data=Fuel)
The question is - How do I predict a value of Yval ie with a value of time =
340 and also get confidence/prediction intervals for Yvar?
I have tried the
2006 Apr 19
1
comparing execition time: R vs matlab linear algebra...
Greetings:
We are evaluating the performance of R matrix algebra es as we port a
MATLAB R14 script into R.
The MATLAB code basically evaluates the AX=B system on sparse matrices
that result in output matrices of 100 to 1,000,000 rows/columns.
Our R prototype script uses spase base matrices and the methods qr() and
qr.coeff().
The following statements are called inside a doubly-nested loop:
G
2003 Jun 04
1
standard errors from glm (PR#3180)
In the iterative weighted least squares loop of the glm.fit function,
a QR decomposition of the matrix X*sqrt(w) is obtained at each iteration,
using fitted values of the mean response mu from the previous interation.
Here "X" is the design matrix, w = wt*(d(mu)/d(eta))/variance(mu),
"wt" is the vector of weights, and "d(mu)/d(eta)" is the derivative
of mu wrt the
2017 Dec 05
1
virt-builder: --ssh-inject fails because it is executed before --firstboot-command?
Version 1.34.6 (on Debian Stretch)
Using virt-builder I tried to create a user and inject my ssh key:
virt-builder -v -x centos-7.4 --output testimage --format qcow2
--selinux-relabel --hostname testimage --firstboot-command 'useradd -m
-p "" dummy' --firstboot-command 'chage -d 0 dummy' --ssh-inject dummy
...
[ 16.1] Installing firstboot command: useradd -m -p
2002 Feb 27
1
Bug in glm.fit? (PR#1331)
G'day all,
I had a look at the GLM code of R (1.4.1) and I believe that there are
problems with the function "glm.fit" that may bite in rare
circumstances. Note, I have no data set with which I ran into
trouble. This report is solely based on having a look at the code.
Below I append a listing of the glm.fit function as produced by my
system. I have added line numbers so that I
2015 Jun 29
2
set up login.defs but password still not expire?
We have Centos 5.8 on LInux server.I setup /etc/login.defs following:
PASS_MAX_DAYS?? 3
PASS_MIN_DAYS?? 0
PASS_MIN_LEN??? 8
PASS_WARN_AGE?? 1
after that I chack user password policy and it show:# chage -l user1
Last password change??????????????????????????????????? : Jun 29, 2015
Password expires??????????????????????????????????????? : never
Password
2012 Dec 03
1
qr.qy and qr.qty give an error message when y is integer and LAPACK=TRUE
With this example
set.seed(123)
A <- matrix(runif(40), nrow = 8)
y <- 1:nrow(A)
A.laqr <- qr(A, LAPACK=TRUE)
both qr.qy(A.laqr,y) and qr.qty(A.laqr,y) give the respective error messages
Error in qr.qy(A.laqr, y) : 'b' must be a numeric matrix
Error in qr.qty(A.laqr, y) : 'b' must be a numeric matrix
However when Lapack is not used as in
A.liqr <- qr(A,
2007 May 01
1
(PR#9623) qr.coef: permutes dimnames; inserts NA; promises
On Thu, 19 Apr 2007, brech at delphioutpost.com wrote:
> Full_Name: Christian Brechbuehler
> Version: 2.4.1 Patched (2007-03-25 r40917)
> OS: Linux 2.6.15-27-adm64-xeon; Ubuntu 6.06.1 LTS
> Submission from: (NULL) (24.61.47.236)
>
>
> Splus and R have different ideas about what qr.coef(qr()) should return,
> which is fine... but I believe that R has a bug in that it is not
2001 Feb 12
3
win_patitions-access
Hello,
I'm using dual boot system and have windows partitions on my disk. The
problem is that I can't write to it as user (copy files etc). I'm also
unable to chage permissions or owner. So wine can' access them. I looked
up fstab man and related
issues but still didn't find solution.
Thanks in advance
Serge
Yastreilov
2008 Nov 03
1
qr() and Gram-Schmidt
Hi,
Why the qr() produces a negative Q compared with Gram-Schmidt? (note
example below, except Q[2,3])
Here is an example, I calculate the Q by Gram-Schmidt process and
compare the output with qr.Q()
a <- c(1,0,1)
b <- c(1,0,0)
c <- c(2,1,0)
x <- matrix(c(a,b,c),3,3)
##########################
# Gram-Schmidt
##########################
A <- matrix(a,3,1)
q1 <-
2007 May 15
2
QR Decompositon and qr.qty
Dear R people,
I do not have much knowledge about linear algebra but currently I need
to understand what the function qr.qty is actually doing. The
documentation states that it calculates t(Q) %*% y via a previously
performed QR matrix decomposition.
In order to do that, I tried following basic example:
m<-matrix(c(1,0,0,0,1,0,0,0,1,0,0,1),ncol=3) # 4x3 matrix
2003 Jul 16
2
Is there a bug in qr(..,LAPACK=T)
The following snippet suggests that there is either a bug in qr(,LAPACK=T), or some bug in my understanding. Note that the detected rank is correct (= 2) using the default LINPACK qr, but incorrect (=3) using LAPACK. This is running on Linux Redhat 9.0, using the lapack library that comes with the Redhat distribution. I'm running R 1.7.1 compiled from the source. If the bug is in my
2012 Nov 21
1
S3 generic/method consistency issue with R CMD check
Hi,
I'm having some trouble setting methods for the qr family of functions. I
believe I have distilled my misunderstanding in the code snippet below:
foo <- function(x, ...) UseMethod("foo")
foo.default <- function(x) { }
# foo
setGeneric(name = "foo", useAsDefault = foo)
setMethod("foo", signature(x="bar"),
function(x, ...) { }
)
2000 Mar 01
1
"is.qr" definition (PR#465)
Might it be possible to tighten the definition of "is.qr". I
noticed that after I mistakenly typed
example(lm) # make lm object named lm.D9
qr.Q(lm.D9)
which exhausted the heap memory and produced two warning
messages. As an object of class "lm" has a "qr" component,
"is.qr" failed to detect that "lm.D9" was not a "qr" object. The