Displaying 20 results from an estimated 2000 matches similar to: "Covariates in LME?"
2010 Jul 28
0
nlme: augPred.lme for factor covariates
Hi everybody,
as you may be aware the function augPred.lme does not work as soon as
the covariate is a factor. The problem lies in the line
newprimary <- seq(from = minimum, to = maximum, length.out = length.out)
which does not make sense for factors. I think augPred.lme can be useful
for models with a factor covariate as well. Thus, I propose to change
the code to:
augPred.lme <-
2013 Mar 01
0
Extracting coefficients of covariates in a LME-model
Hi all,
I have created a linear mixed-effects model using lmer. My dependent
variable is comp.score and my main independent variable is delay.type, a
repeated-measures within-subject variable (2 levels: Synch and Asynch,
order counter-balanced across participants). I had a series of covariates
that were included in the initial model and used a step-wise process to
produce the most parsimonious
2010 Nov 18
1
lme Random Effects and Covariates
1. I'm attempting to test for Random Effects. I've grouped the data on
subject (grid) but want to use lme to build the model without subject as a
RE then add it and do anova between the 2 models. This is the result I get
and it appears it's adding Random Effects.
tmp.dat4 <- groupedData(Trials ~ 1 | grid, data = tmp.dat4)
mod2a <- lme(Trials ~ factor(group_id) + reversal,
2004 Jun 29
1
strucchange-esque inference for glms ?
hello R-world,
according to the strucchange package .pdf, "all procedures in this package are
concerned with testing or assessing deviations from stability in the classical
linear regression model."
i'd like to test/assess deviations from stability in the Poisson model.
is there a way to modify the strucchange package to suit my purposes, or should
i use be using another
2004 Apr 27
5
p-values
I apologize if this question is not completely
appropriate for this list.
I have been using SAS for a while and am now in the
process of learning some C and R as a part of my
graduate studies. All of the statistical packages I
have used generally yield p-values as a default output
to standard procedures.
This week I have been reading "Testing Precise
Hypotheses" by J.O. Berger
2017 Jul 13
2
Quadratic function with interaction terms for the PLS fitting model?
Dear all,
I am using the pls package of R to perform partial least square on a set of
multivariate data. Instead of fitting a linear model, I want to fit my
data with a quadratic function with interaction terms. But I am not sure
how. I will use an example to illustrate my problem:
Following the example in the PLS manual:
## Read data
data(gasoline)
gasTrain <- gasoline[1:50,]
## Perform
2007 Sep 03
1
Graphic representation of model results
Dear list members,
I am facing difficulties in making a graphics that could show visually
results of a model.
I have tested the effects of 4 quantitative variables (Z1, Z2, Z3, Z4)
on a variable Y using a weighted mixed effects GLM with weights W (using
the glmmPQL function). I applied a blocking approach using factor F2
nested in factor F1 as a grouping structure on a random intercept in
2017 Jul 13
4
Quadratic function with interaction terms for the PLS fitting model?
poly(NIR, degree = 2) will work if NIR is a matrix, not a data.frame.
The degree argument apparently *must* be explicitly named if NIR is
not a numeric vector. AFAICS, this is unclear or unstated in ?poly.
-- Bert
Bert Gunter
"The trouble with having an open mind is that people keep coming along
and sticking things into it."
-- Opus (aka Berkeley Breathed in his "Bloom
2011 May 15
5
Question on approximations of full logistic regression model
Hi,
I am trying to construct a logistic regression model from my data (104
patients and 25 events). I build a full model consisting of five
predictors with the use of penalization by rms package (lrm, pentrace
etc) because of events per variable issue. Then, I tried to approximate
the full model by step-down technique predicting L from all of the
componet variables using ordinary least squares
2010 Oct 18
0
specifying lme function with a priori hypothesis concerning between-group variation in slopes
I want to specify a 2-level mixed model using the lme function in order to
test an a priori hypothesis about the between-group values of the slopes but
don't know how to do this . Here is the problem.
Consider first the case of a single group. The model is: Y_i= a +bX_i +
error where I indexes the different values of X and Y in this group . The
a priori hypothesis of the slope is: b=K.
2008 Jan 22
1
Hershey Felder, The Secrets About Musical Instruments And Physics
Hershey Felder, The Secrets About Musical Instruments And Physics
Every sound produced by a musical instrument has a physical explication, the
way instruments are created and the type of materials that are used define
in a unique way the resulting sound. The sound wave is a transfer of energy
that doesn't imply matter. Within a more theoretical approach sounds are
Mechanical Longitudinal
2017 Jul 13
0
Quadratic function with interaction terms for the PLS fitting model?
> On Jul 12, 2017, at 6:58 PM, Ng, Kelvin Sai-cheong <kscng at connect.hku.hk> wrote:
>
> Dear all,
>
> I am using the pls package of R to perform partial least square on a set of
> multivariate data. Instead of fitting a linear model, I want to fit my
> data with a quadratic function with interaction terms. But I am not sure
> how. I will use an example to
2011 Dec 18
1
Product integral in R
Hi,
I am wondering if anybody ever come across any implementation of
product integral in R? As far as I googled, I haven't come across any
package. Is there any? Thank you.
http://en.wikipedia.org/wiki/Product_integral
Regards,
Robert
2012 May 04
1
Correct Interpretation of survreg() coeffs
Am I correct in assuming that the output below essentially translates to
"Males have a mean time that is significantly lower than Females"? Is this
the correct way to interpret the fact that the coefficient is negative?
Assume the variale sex is treated as a factor with Female =0 and Male=1.
survmodel<-survreg(survobj~sex,data=data1, dist="weibull")
2006 Oct 26
1
Quantile regression questions
I am relatively new to R, but am intrigued by its flexibility. I am interested in quantile regression and quantile estimation as regards to cotton fiber length distributions. The length distribution affects spinning and weaving properties, so it is desirable to select for certain distribution types. The AFIS fiber testing machinery outputs a vector for each sample of type c(12, 235, 355, . . .
2011 Aug 25
1
How to combine two learned regression models?
Hi All,
I have a set of features of size p and I would like to separate my feature space into two sets so that p = p1 + p2, p1 is a set of features and p2 is another set of features and I want to fit a glm model for each sets of features separately. Then I want to combine the results of two glm models with a parameter beta. For example, beta * F(p1) + (1-beta) * F(p2) where F(p1) is a learned
2010 Sep 19
1
boyplots nearly identical but still highly significant effect?
dear list,
i am running a within-design ANOVA with 4 factors (4,4,2 and 2 levels each).
the last one is a time factor comprising two different treatment timepoints.
i fit a mixed-effects model using lme and apply the anova function to the
outcome. according to this analysis, there are highly significant main
effect on the first and the time factor. i then checked the boxplots for the
two 4-level
2007 Nov 02
2
where samba store user's passwords ?
I have got tdbsam as backend in smb.conf
passdb backend = tdbsam
When user change password from windows XP file passdb.tdb schould change
date because was updated, but I have still the same date IX 18 10:30.
[root@serwer private]# ls -al
razem 76
drwx------ 2 root root 4096 IX 11 20:25 .
drwxr-xr-x 7 root root 4096 XI 2 15:14 ..
-rw------- 1 root root 36864 IX 25 07:57 passdb.tdb
-rw-------
2008 Mar 05
4
NIN Ghosts music (free download) safe for MOH?
Is the new NIN Ghosts music (free download) safe for MOH?
Justin
____________________________________________________________________________________
Be a better friend, newshound, and
know-it-all with Yahoo! Mobile. Try it now. http://mobile.yahoo.com/;_ylt=Ahu06i62sR8HDtDypao8Wcj9tAcJ
-------------- next part --------------
An HTML attachment was scrubbed...
URL:
2005 Mar 14
2
Help, my wine is now useless
I installed Noteworthy Composer and it changed the font to music
symbols. All applications illegible as all dialog boxes are filled with
musical symbols instead of normal text. How can I reset the fonts back
to normal?