Please provide the data or better the R code for simulating the data that
shows the problem. Then we can look further into this.
Frank
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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ether the model
> fits.
>
> Since the model is basically a full model for a 2x2 table, it is not
> surprising to me that "goodness of fit" tests behave poorly. In fact, I
> would conjecture that no sensible g.o.f. test exists for that case.
>
>>
>> Paul
>
>
>> p.cr <- predict(ord.cr, all.data2.stand, type='mean', codes=TRUE)
> Error in model.frame.default(Terms, newdata, na.action = na.action, ...) :
> variable lengths differ (found for 'mean.ova.energy')
> In addition: Warning message:
> 'newdata
ect.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vand
Dear R and S-Plus Community:
The 2012 R User Conference - useR!2012 - will be held in Nashville
Tennessee USA, June 12-15, 2012 on the campus of Vanderbilt University.
We would like to begin estimating the number of attendees, their area of
interest, and the number seeking hotel vs. lower-
sed is any
clue]. It should have used the normal distribution.
Cheers,
Frank
-----
Frank Harrell
Department of Biostatistics, Vanderbilt University
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Sent from the R help mailing li
So far we have received over 70 responses to our survey. If you have NOT
responded already and are likely to attend useR! 2012, please take the
extremely short survey today. The link is below.
More information about Nashville may be seen at
http://biostat.mc.vanderbilt.edu/UseR-2012
In a day or
binomial family taken to be 1)
Null deviance: 80.508 on 80 degrees of freedom
Residual deviance: 57.965 on 77 degrees of freedom
AIC: 65.97
Number of Fisher Scoring iterations: 5
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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View this message in c
arah Goslee
> http://www.functionaldiversity.org
> [[alternative HTML version deleted]]
>
>
> __
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> PLEASE do read the posting guide
> ht
___
>> > R-help@r-project.org mailing list
>> > https://stat.ethz.ch/mailman/listinfo/r-help
>> > PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> > and provide commented, minimal, self-contained,
uld be grateful if somebody tell me I'm doing wrong with my contrast
> function script.
>
> Thanks in advance,
>
>
> Marylin Bejarano
> PHd candidate in Ecology Institute of Mexico's National Autonomous
> University
>
> [[alternative HTML version d
quot;Warning: data and labels are not of
> same length\n")
> return(x)
> }
>
> Thanks
>
>> Message: 11
>> Date: Tue, 16 Aug 2011 04:22:07 -0700 (PDT)
>> From:
> Frank Harrell <f.harr...@vanderbilt.edu>
>> To:
> r-help@r-project.org
>
rying to contrast
> interaction with function contrast of contrast package.
>
> I thanks for your reply,
>
> Regards.
>
> Marylin Bejarano
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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osting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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st.net/~garbl/stylemanual/e.htm#e-mail
>
> __
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> PLEASE do read the posting guide
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> and provide commented, minim
Replace Design with rms (for general reasons not related to your question;
Design is about to be obsolete).
Negate Dxy. The linear predictor for the Cox model is relative log
hazard. Higher hazard means shorter survival time. For other survival
models the model is stated in terms of surv
d the fitted values but is failing in the situation where
> the nrows of the newdata does not match that of the fit.
>
> At this point one option might be trying to generate a structure that
> matches the val.surv output by going through the code and building it
> up bit by
______
> R-help@r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Departm
g/posting-guide.html
>> > and provide commented, minimal, self-contained,
>> reproducible code.
>> >
>>
>> -- Brian D. Ripley,
>> rip...@stats.ox.ac.uk
>> Professor of Applied Statistics, http://www.stats.ox.ac.uk/~ripley/
>> University of Oxford,
>>
_
>> R-help@r-project.org mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
&g
ovide commented, minimal, self-contained, reproducible code.
>>
>
> __
> R-help@r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.htm
elp
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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o read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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anghai, China*
>
> [[alternative HTML version deleted]]
>
> __
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&
gt; *Yao Zhu*
> *Department of Urology
> Fudan University Shanghai Cancer Center
> Shanghai, China*
>
>
> 2011/9/1 Frank Harrell <f.harr...@vanderbilt.edu>
>
>> cal <- calibrate(fit, ...); note that cal is a matrix. colnames(cal)
>> will
>> tell you wha
with that?
> Thanks a lot,Andra
>
>
>
> [[alternative HTML version deleted]]
>
>
> __
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> PLEASE do read the posting guide
>
You sent that question to me individually as well as posting to the group.
Kindly pick the most appropriate place and send to only that.
Frank
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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>> Robert W. Baer, Ph.D.
>> Professor of Physiology
>> Kirksville College of Osteopathic Medicine
>> A. T. Still University of Health Sciences
>> 800 W. Jefferson St.
>> Kirksville, MO 63501
>> 660-626-2322
>> FAX 660-626-2965
>>
>> _
obtained, especially in the
> presence of interactions?
>
> Best regards,
> Sebastian
>
> __
> R-help@ mailing list
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> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
>
elp
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
> --
> Peter Dalgaard, Professor
> Center for Statistics, Copenhagen Business School
> Solbjerg Plads 3, 2000
___
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>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
> David Winse
gt;
>> __
>> R-help@ mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
> David Winse
0) {
> cutyhat = cut(yhat,
> breaks = quantile(yhat, probs=seq(0,
>1, 1/g)), include.lowest=TRUE)
> obs = xtabs(cbind(1 - y, y) ~ cutyhat)
> expect = xtabs(cbind(1 - yhat, yhat) ~ cutyhat)
> chisq = sum((obs - expect)^2/expect)
> P = 1 - pchisq(chisq, g -
t;>> and provide commented, minimal, self-contained, reproducible code.
>>>>
>>>
>>>
>>>
>>> --
>>>
>>> Bert Gunter
>>> Genentech Nonclinical Biostatistics
>>>
>>> Internal Contact Info:
>>>
(.5,p+.25), type='n', axes=FALSE,
xlab='',ylab='')
text(rep(.5,p), 1:p, v, adj=1)
maxabsr <- max(abs(r[row(r) != col(r)]))
for(i in 1:p) {
for(j in 1:p) {
if(i >= j) next
lines(c(i,i),c(j,j+r[i,j]/maxabsr/2), lwd=3)
lines(c(i-.2,i+.2),c(j,j),
answer.]
>
> __
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> PLEASE do read the posting guide
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I know about the current.row, current.column, and panel.number functions that
are useful within panel functions written for lattice. Are there easy ways
to obtain the names of the conditioning variables (those appearing after |)
and their values for the current panel?
Thanks
Frank
-
Frank
> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>
>
>
> --
> "Men by nature long t
ting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>
> __
> R-help@r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEAS
d]]
>
> __
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> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, repr
> Many thanks
>
> F.Abdollah, MD
> San-Raffele hospital
> Milan, Italy
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message in context:
http://r.789695.n4.nabble.com/Competing-risks-nomogram-tp3621907p3622291.html
Sent
iour here.
>
> Many thanks
>
> Eleni Rapsomaniki
>
> Research Associate/Statistician
> Strangeways Research Laboratory
> Department of Public Health and Primary Care
>
> University of Cambridge
>
>
> __
> R-help@r-project
ician
is risky.
Frank
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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View this message in context:
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Sent from the R help mailing list archive at Nabbl
package much more compact. Thanks for listening. I'm
writing to r-help because this may applied to other R packages as well.
Frank
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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I was wrong about this. The dataset is small. Most of the space is taken up
by a nice tutorial on rpart.plot. Still I would favor linking to datasets
rather than duplicating part of them.
Thanks
Frank
Frank Harrell wrote:
>
> I was glad to see the new rpart.plot package by Stephen Mil
uestion: In three way spreadshhet it is necessary to enter
> variance of IV*Moderator coefficient. ın matrıx which covariance block is
> correct to enter this value? should ı look at second covariance block or
> third covariance block.
> like this,for value of Covariance of IV*Mod1, IV*Mod
in the coefficient table) and slope test were done for interactions.
> for plottin slopes unstandardised regression coefficient were used.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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View this message in context:
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t;>> data frame into a matrix, do the operations, and then copy them back.
>>>> not ideal, either.
>>>>
>>>> In my opinion, this is an R design flow. Data frames are the
>>>> fundamental unit of much statistical analysis,
mial, I am getting the same line of fit regardless of what is
> on my X axis (depsite different variables have positive and negative
> relationships).
>
> any imput on any of these problems would be appreciated.
>
> Thanks
>
-
Frank Harrell
Department of Biostatistics,
; https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
; R-help@r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatisti
China*
>
> [[alternative HTML version deleted]]
>
> __
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> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and
r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vand
quot;, X <= x, "]")))
lines(ecdf(x), cex=.5)
The problem also occurs if I use instead ylab=expression(prob(X <= x)))
All is well if I remove "=" but I need <=.
Frank
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message
e his/her time
> to help for my questions.
>
> Warmest regards!
>
> Ping Tang http://r.789695.n4.nabble.com/file/n3710068/Dataset.xls
> Dataset.xls http://r.789695.n4.nabble.com/file/n3710068/R_help.doc
> R_help.doc
>
-
Frank Harrell
Department of Biostatistics, Vanderbil
> probability of cancer using R?
>
> 2. How to make the Calibration plot (similar to the below figure 2) which
> used to validate the prediction accuracy of the nomogram using R? And how
> to calculate the concordance index (C-index) ?
>
>
> http://r.789695.n4.nabble.
g to look at this, or could point
> me to someone who would, it would be very much appreciated.
>
> Thanks in advance!
>
> -will
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
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>
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> and provide commented, minimal, self-contained, reproducible c
is it valid? ;-)
>
> -- Bert
>
> On Tue, Jul 24, 2012 at 3:00 PM, Frank Harrell <f.harrell@> wrote:
>> Stepwise variable selection is invalid in this context.
>> Frank
>>
>> Diana Marcela Martinez Ruiz wrote
>>>
>>> Hello,
>>>
&g
ain="ROC with Epi package", MI=TRUE, MX=TRUE, PV=TRUE)
>
>
>
> ### REPORT: lr.eta=0.491
>
>
> [[alternative HTML version deleted]]
>
> __
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ailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
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Department of Biostatistics, Vanderbilt University
/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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st predictors are (dichotomous) nominal variables as is the problematic
> "LO2". Does anyone know what the problem is and how I can correct it?
>
> Kind regards,
>
> Tobias
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message i
wrote:
>
> The code
>
> library(Design)
> f <- lrm(y~x1+x2+x1*x2, data=data)
> plot(f)
>
> produces a plot of log odds vs x2 with 0.95 confidence intervals. How do I
> get a plot of odds ratios vs x2 instead?
>
> Thanks
>
-
Frank Harrell
Department
t;
> --
> David
>
> On Nov 5, 2011, at 10:43 AM, Frank Harrell <f.harrell@> wrote:
>
>> Just to address a piece of this - in the case in which you are currently
>> focusing on only one quantile, the rms package can help by fitting
>> restricted cubic spli
I need to estimate the standard error of the quantile in survival
> analysis.
> Can anyone help me,please?
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message in context:
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r help.
> But I need to estimator the standard error of the quantile in "survival
> analysis", because my data is censored.
> For example~
>
>
> T<-c(84,240,261,332,348,437,521,565)
> S<-c(0,1,1,0,1,0,1,0) ##0 for censoed; 1 for event
> G<-rep(1,8)
>
> V <- redun(~., data = data.frame, r2 = 0.8)
>
> It takes enormously high time for execution, is there anything wrong in
> the script?
> Suggest any other similar function available for dropping redundant
> variables.
>
> Thanks in advance!
> ~A
>
-
Frank Harr
_
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> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostati
in
> the instances were the R value is significant (for 10 observations it
> should be above 0.64)
>
> Can someone help with this?
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
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development.roche.com/index/pdb/pdb-functional-groups/pdb-biostatistics/pdb-ncb-home.htm
>
> __
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> and provide commented, minimal, s
; CF10 3AX
> Tel: 02920 875885
> E-mail: lelloj@.ac
> [[alternative HTML version deleted]]
>
> __
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> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message in context:
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that.
>
> Thank you.
>
> Kind regards
> Maria
>
> __
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> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and prov
lity',
> '10-Year Survival Probability' ), lp=F,
> fun.at=c(at.surv, at.surv),label.every=1, force.label=FALSE, cex.axis=0.8,
> verbose=TRUE, cex.var=0.8)
>
> Thanks
>
> Min
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this
bility',
> '10-Year Survival Probability' ), lp=F,
> fun.at=c(at.surv, at.surv),label.every=1, force.label=FALSE, cex.axis=0.8,
> verbose=TRUE, cex.var=0.8)
>
> How can I show failure probability instead of survival probability?
>
> I would very much apprecia
*RMS Short Course 2012*
Frank E. Harrell, Jr., Ph.D., Professor and Chair
Department of Biostatistics, Vanderbilt University School of Medicine
*March 7, 8 & 9, 2012*
8:00am - 4:30pm
Student Life Center Board of Trust Room
Vanderbilt University
http://biostat.mc.vanderbilt.edu/RMSShortCourse
Pl
ted a singularity which then stopped
> lme from working
>
> Hmm, perhaps I should abandon such abominations ... does anyone have some
> advice on how I might get such a crude method working or must I turn back
> and fight with stepAIC?
>
> Thank you!
>
-
Frank Harr
The international R User Conference useR! 2012 will be held June 12-15
at Vanderbilt University in Nashville, Tennessee, USA, with a
pre-conference full-day course offered on June 11.
Participants are encouraged to submit a one-page abstract for oral
or poster presentation at the conferenc
or some time, with (AFAIK) the
> same functions.
>
> http://cran.r-project.org/web/packages/rms/index.html
>
>
> Cheers
> __
> R-help@ mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
&
_
> R-help@ mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
-
Fra
mailman/listinfo/r-help
>>> PLEASE do read the posting guide
>>> http://www.R-project.org/posting-guide.html
>>> and provide commented, minimal, self-contained, reproducible code.
>>
>
> __
> R-help@ mailing lis
contributed
presentations and posters.
Thanks!
Frank Harrell
The international R User Conference useR! 2012 will be held June 12-15
at Vanderbilt University in Nashville, Tennessee, USA, with a
pre-conference full-day
[in above command i am getting Error in Match(Y = Y, Tr = Tr, X = ps0) :
> length(Y) != length(Tr)]
>
> Matchbalance(fserv_cd~ A4,match.out=rr1,nboots=1000,data=Passport)
>
> Please suggest me right approach for Propensity score matching using
> classification trees(if possible code me) .
>
> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>
>
>
> --
> Joshua Wiley
> Ph.D. Student, Health Psychology
> Programmer Analyst II, ATS Statistical Con
lm)$coefficients);
> coef.table <- cbind(coef.table, std.coef);
> print(coef.table);
>
> I do agree with B.R. but unfortunately the life of an applied statistician
> is complex sometimes :-)
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this mes
ration warning message so I tried using the logistf package but as I
> stepwise simplify the model I don't know if the simplification is
> motivated or not... Can anyone explain to me how I should approach this
> problem? I have data with y=0 and 1 and three x variables for 328
> o
__
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> PLEASE do read the posting guide
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> and provide commented, minimal, self-contained, reproducible code.
>
-
Frank Harrell
Depart
s="cr")+s(RH,bs="cr")+s(solar,bs="cr")+s(windspeed,bs="cr")+s(transport,bs="cr"),family=gaussian
> (link=log),groupD,methods=REML) , is it generalized additive mixed model?
> 3. what the different if I use other criteria such as AIC or BIC?
&g
version deleted]]
>
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glieder: Prof. Dr. Guido Sauter (Vertreter des Vorsitzenden),
> Dr. Alexander Kirstein, Joachim Prölß, Prof. Dr. Dr. Uwe Koch-Gromus
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> PLEASE do read the posting guide
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> and provide commented, minimal, self-contained, reproducible code.
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Frank Harrell
Department of Biostatistics, Vanderbilt University
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Terry I would just add that if someone contacts the maintainer and does
not follow the advice of the maintainer, still has problems, and posts a
message to the list, then some time is wasted.
Frank
On 10/12/2011 07:38 AM, Terry Therneau wrote:
You wrote:
"It may be best to either write to
z.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
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Frank Harrell
Department of Biostatistics, Vanderbilt University
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r the middle Y
> category have a wide range then keeping the model as is would be fine for
> future predictions?
>
> Thanks for your time,
> Adam
>
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Frank Harrell
Department of Biostatistics, Vanderbilt University
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http://r.78969
be included
> in the initial and final model?
>
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Frank Harrell
Department of Biostatistics, Vanderbilt University
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http://r.789695.n4.nabble.com/interpreting-bootstrap-corrected-slope-rms-package-tp3928314p3931493.html
Sent from the R help mailing list arc
dictors with which the
> response variable behaves in a non-ordinal fashion.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
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View this message in context:
http://r.789695.n4.nabble.com/interpreting-bootstrap-corrected-slope-rms-package-tp3928314p3932923.h
minimal, self-contained, reproducible code.
>
-
Frank Harrell
Department of Biostatistics, Vanderbilt University
--
View this message in context:
http://r.789695.n4.nabble.com/ACE-AVAS-with-bootstrap-tp3948613p3950068.html
Sent from the R help mailing list archive at Nabble.com.
;
> --
> Joshua Wiley
> Ph.D. Student, Health Psychology
> Programmer Analyst II, ATS Statistical Consulting Group
> University of California, Los Angeles
> https://joshuawiley.com/
>
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&g
://stat.ethz.ch/mailman/listinfo/r-help
>> >> PLEASE do read the posting guide
>> >> http://www.R-project.org/posting-guide.html
>> >> and provide commented, minimal, self-contained, reproducible code.
>> >>
>> >
>> >
>> &g
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