Hello D,
Thanks for sharing your technique, nice work :)
I hope the solution the people here are helping with will make it both
cheaper and simpler for people with less CSS expreince.
p.s: thank you for the kinds words regarding R-bloggers.com
Best,
Tal
Contact
Hello dear R help members (and also Yihui and Romain),
There are currently 28 R bloggers (out of the 117
R-bloggershttp://www.r-bloggers.com/I know of) that are using
wordpress.com for publishing their R code (and I suspect this number will
increase with time).
WordPress.com doesn't support R
.
Regards,
Yihui
--
Yihui Xie xieyi...@gmail.com
Phone: 515-294-2465 Web: http://yihui.name
Department of Statistics, Iowa State University
2215 Snedecor Hall, Ames, IA
On Thu, Sep 9, 2010 at 3:02 AM, Tal Galili tal.gal...@gmail.com wrote:
Hello dear R help members (and also Yihui
Hello all,
A friend recently brought to my attention that vector assignment actually
recreates the entire vector on which the assignment is performed.
So for example, the code:
x[10]- NA # The original call (short version)
Is really doing this:
x- replace(x, list=10, values=NA) # The original
Hello all,
I am looking for the function benchmark2 ( a nice function for comparing the
performance of two or more functions).
I found online it exists in the butler package
http://crantastic.org/packages/butler
But for some reason, that package was removed from CRAN:
(English)
--
On Wed, Sep 1, 2010 at 6:37 PM, David Winsemius dwinsem...@comcast.netwrote:
On Sep 1, 2010, at 11:13 AM, Tal Galili wrote:
Hello all,
I am looking for the function benchmark2
:
On 01/09/2010 11:09 AM, Tal Galili wrote:
Hello all,
A friend recently brought to my attention that vector assignment actually
recreates the entire vector on which the assignment is performed.
So for example, the code:
x[10]- NA # The original call (short version)
Is really doing
Hello all.
A Journal we are sending an article to is asking for the following:
To ensure the best reproduction quality of your figures we would appreciate
high resolution files. All figures should preferably be in TIFF or EPS
format... and should have the following resolution: Graph: 800 - 1200
Hi FishLover,
I believe this will answer your question:
# getting some dummy data
seed(10)
y - rnorm(100)
x - sample(c(1,2,5.5), 100 , T)
boxplot(y~x) # won't work
boxplot(y~x, at = c(1,2,5.5), xlim = c(0,6)) # will work
Cheers,
Tal
Contact
Hi Marie and Gavin,
I do remember there is some command doing
silent, so to suppress output (as if directing it to sink, but not really
directing it anywhere).
The problem is I don't remember the command at the moment - but some
searching might yield you results.
Cheers,
Tal
Hi Sneeketeeke,
Did you happen to have a look at the example on
?aov
and
?TukeyHSD
Also, you might need to move your data from wide to long. For which you
might wish to look at
?reshape
(or better yet the
?melt
?cast
commands from the reshape package)
Tal
Contact
Hi trzeszutek,
Another approach you might want to look at is the clustergram:
http://www.r-statistics.com/2010/06/clustergram-visualization-and-diagnostics-for-cluster-analysis-r-code/
http://www.r-statistics.com/2010/06/clustergram-visualization-and-diagnostics-for-cluster-analysis-r-code/
) | www.biostatistics.co.il (Hebrew) |
www.r-statistics.com (English)
--
On Thu, Aug 19, 2010 at 6:02 AM, Stephen Liu sati...@yahoo.com wrote:
- Original Message
From: Tal Galili tal.gal...@gmail.com
You could find several good examples on the first several results here:
http://www.google.com/search?sourceid=chromeie=UTF-8q=plot.ci+R
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Hi Qing.
I believe what you are referring to is:
p.adjust(..., BH)
The fdr option uses the method of Benjamini, Hochberg, and Yekutieli.
(Not the original Benjamini, Hochberg article)
It might be the method described here:
From what I've seen on other OSS project, GPL can be a bit viral, making it
(purposefully) difficult for someone to close the source code for free
reuse.
My tip for you would be to try and see what REvolution computing has been
doing with their product (which is a repackaging of R with more code
One solution -
let's say our data.frame is xx
Then:
xx - matrix(rnorm(9), 3,3)
apply(xx 0, 1, any)
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Have a look at the
stringr
package
It simplifies such things...
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In such cases (which I don't think must happen), consider using
?lapply
and also
?unlist
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Fun question.
Here is one solution that has come to mind:
# graphics output test
a - c(1,3,2,1,4)
b - c(2,1,1,1,2)
c - c(4,7,2,4,5)
d - rnorm(500)
e - rnorm(600)
op - par(mfrow=c(2,2))
pie(a)
pie(b)
pie(c)
txt - capture.output(ks.test(d,e))
txt - txt[txt != ]
txt - paste(txt, collapse = \n )
I would suggest to you the following:
1) Run the same thing, but with a loop instead of apply
2) add the to loop a printing that shows you on what cycle of the loop the
function breaks
3) see if that vector has any Inf or NA values (although in general I think
you are using a numeric instead of a
And in general, you can use:
str(NameOfObject)
To understand it's *str*ucture, and where the value resides.
Cheers.
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People who speak only English and Hebrew (like myself), can't help you.
Consider reposting in English.
Tal
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As others have mentioned,
A simple place to start looking at would be to go through the list on the
wiki page:
http://en.wikipedia.org/wiki/R_(programming_language)#Commercialized_versions_of_R
And contacting the companies one by one.
The other alternative I would check is to contact the
...@gmail.comwrote:
This will work.
I was hoping for 3 distinct graphs so the user would be able to click on
them.
Thanks,
Erin
On Fri, Jul 30, 2010 at 11:07 PM, Tal Galili tal.gal...@gmail.com wrote:
Hello Erin.
I think I understand.
Those the following code solve your issue
Is this a question from your homework?
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Interesting topic and question.
I hope someone who knows will answer this.
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Hi Erin,
Could you please add a simple self contained code for us to try and help you
with?
(giving us code with doesn't help)
Best,
Tal
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Then please read this:
http://www.r-project.org/posting-guide.html
*Basic statistics and classroom homework:* R-help is not intended for these.
If you want learning materials for R you can check out:
http://stats.stackexchange.com/questions/138/resources-for-learning-r
And:
Hi Patrick,
I don't have an answer for you.
But thought it might be worth to have a look at this:
http://www.r-bloggers.com/getting-data-from-an-image-introductory-post/
Also, there was someone who presented a really simple GUI system in
useR2010. Where his code gave a GUI based on R base
with a line segment between the two
points. The second is the graph of the subset. The third is the EWMA
of the subset data.
Thanks,
Erin
On Fri, Jul 30, 2010 at 10:13 AM, Tal Galili tal.gal...@gmail.com wrote:
Hi Erin,
Could you please add a simple self contained code for us to try
This is the new and exiting kid on the block:
http://stats.stackexchange.com/
There is also:
http://metaoptimize.com/qa
For more machine learning type questions.
Best,
Tal
http://stats.stackexchange.com/
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You mean along with:
http://stats.stackexchange.com/
and
http://stats.stackexchange.com/http://metaoptimize.com/qa/
We have passed the online-over-proliferation stage for out topic of
interest... :)
Tal
Contact
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Hello Shubha,
To my understanding,
Once you get a dist matrix, you would wish to put it into a clustering
algorithm, who's output you would then put into a plot (which will produce a
dendrogram).
You might want to have a look at the steps given here:
Dear Ravi - I echo everything you wrote, useR2010 was an amazing experience
(for me, and for many others with whom I have spoken about it).
Many thanks should go to the wonderful people who put their efforts into
making this conference a reality (and Kate is certainly one of them).
Thank you for
Hi John,
1) Read the help for the reshape package. What you want is to use the
melt function.
2) There are various ways of doing Repeated measures Anova in R, you might
want to have a look at this:
http://www.r-statistics.com/2010/04/repeated-measures-anova-with-r-tutorials/
(I especially like
Hi John,
Try posting a sample of your data in reply to this e-mail by using:
dput(head(accuracy))
And me (or someone else) will be sure to fix your command.
Regarding the ANOVA, read more :)
Tal
Contact
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Did you try:
library(MASS)
?polr
?
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www.r-statistics.com (English)
You might find it useful to look at
rollmean
from the
zoo
package.
Tal
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Actually,
boxplot (bhtest1)
Should do what you want...
Tal
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Hello all,
This is more a statistical question then an R question, but I am sure it
will have an R interpretation to it.
If I wish to predict an outcome based on some potential features, I could
(in some cases) use either regression or regression-tree.
However, if my observations are divided to
From reviewing the first google page result for Non-parametric regression
R, I hope this link will prove useful:
http://socserv.mcmaster.ca/jfox/Courses/Oxford-2005/R-nonparametric-regression.html
Contact
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Contact
see
?text
Tal
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Possible fortune.
:)
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www.r-statistics.com (English)
Hi Nathaniel ,
Could you give us a simple example of your data using the
?dput
Function?
Basically you might want to draw the axis yourself, and connect the lines is
possible through using points(..., type = l)
But I'd rather try and answer this with simple example data to be sure I
understand
Dear Greg,
I keep on being amazed at the abundance of functions you have packed into
the TeachingDemos package - thank you!
Tal
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Hi Nathaniel,
Here are a few links for (short) articles that can help you get comfortable
in doing such tasks:
http://www.statmethods.net/graphs/line.html
http://www.statmethods.net/graphs/scatterplot.html
Here is a tiny example:
x - 1:100
y - rnorm(100)
plot(y~x)
lines(loess(y~x)$fitted ~ x)
Hi there,
For me the package is working.
Try to
install.packages(RColorBrewer)
It.
And then
library(RColorBrewer)
Then something like:
brewer.pal(7,Greens)
Write in the mailing list what errors you got (if any) at any of these
commands.
Tal
Contact
Hello Dhiman ,
I have never tried doing it on such data, so I am not sure how this
methodology applies or what covets it may hold.
However, R wise, it sounds to me like simply reusing the code here:
http://www.statmethods.net/advstats/factor.html
Would do the trick.
p.s: you wrote It would be
)
points(cf, 1:k, pch = pch, col = col)
abline(v = 0, lty = lty[2], lwd = lwd[2])
axis(1)
axis(2, at = 1:k, labels = labels, las = las)
box()
}
On Fri, 2 Jul 2010, Tal Galili wrote:
Specifically this link:
http://tables2graphs.com/doku.php?id=04_regression_coefficients
Great
) | www.biostatistics.co.il (Hebrew) |
www.r-statistics.com (English)
--
On Wed, Jul 7, 2010 at 12:10 PM, Achim Zeileis achim.zeil...@uibk.ac.atwrote:
On Wed, 7 Jul 2010, Tal Galili wrote:
Hello David,
Thanks
:
On Wed, 7 Jul 2010, Tal Galili wrote:
Hi Achim and Allan,I updated the post with Allan's example (thanks Allan).
Thanks!
Achim, you wrote:
Finally, the Poisson model in comparison with the binomial models does
not
make much sense, I guess.
I agree. I wanted something to showcase
-statistics.com (English)
--
On Wed, Jul 7, 2010 at 5:19 PM, Michael Friendly frien...@yorku.ca wrote:
Tal Galili wrote:
Hello David,
Thanks to your posting I started looking at the function in the arm
Hi Ben,
You can also experiment with
matlines
Tal
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Hi all,
I added the following line on the Renviron.site file:
R_LIBS=C:\Program Files (x86)\R\library
And when I start R and run:
.libPaths()
I don't see this path.
On windows XP it worked for me. I am now using windoes 7 (64 bit) with R
32.
Is there a reason this shouldn't work?
Thanks,
in Windows to certain
directories makes my life much easier.
HTH,
Josh
On Fri, Jul 2, 2010 at 12:48 AM, Tal Galili tal.gal...@gmail.com wrote:
Hi all,
I added the following line on the Renviron.site file:
R_LIBS=C:\Program Files (x86)\R\library
And when I start R and run:
.libPaths
Hello all,
I would like to recreate the plot shown here (from a useR 2009
presentation):
http://www.agrocampus-ouest.fr/math/useR-2009/abstracts/pdf/Hocking.pdf
I downloaded the code for that image, and discovered that it relies on
external web services, and also having PERL installed on the
. And
these regions can be customized depending on the size of the objects you
want to plot.
Regards,
Carlos.
On Fri, Jul 2, 2010 at 1:34 PM, Tal Galili tal.gal...@gmail.com wrote:
Hello all,
I would like to recreate the plot shown here (from a useR 2009
presentation):
http://www.agrocampus-ouest.fr/math
/depts/ncb/home.shtml
-Original Message-
From: r-help-boun...@r-project.org [mailto:r-help-boun...@r-project.org]
On
Behalf Of Tal Galili
Sent: Friday, July 02, 2010 12:49 AM
To: r-help@r-project.org
Subject: [R] Why doesn't my change of Renviron.site work on windows 7 ?
Hi all
Specifically this link:
http://tables2graphs.com/doku.php?id=04_regression_coefficients
Great reference Bernd, thank you.
Tal
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that transcend panels in the figure. Have a look at
some of the code in this package, it is on R-Forge:
http://aqp.r-forge.r-project.org/
Cheers,
Dylan
On Fri, Jul 2, 2010 at 4:34 AM, Tal Galili tal.gal...@gmail.com wrote:
Hello all,
I would like to recreate the plot shown here (from a useR 2009
BTW, another visualization that might be useful in your case is
Nomogramhttp://en.wikipedia.org/wiki/Nomogram
:
http://lib.stat.cmu.edu/S/Harrell/help/Design/html/nomogram.html
(I remember first encountering it on a lecture by Frank Harrell lecture and
being very happy for the discovery)
Tal
Regarding search,
There is also the sos packege.
And yesterday someone wrote a nice R code to enable searching inside
the description of all packages:
http://www.r-bloggers.com/cran-search/
Cheers,
Tal
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Good question pdb,
I would suggest you to use:
par(bg = white)
In the beginning of the code,
But it doesn't solve the general problem of how to get the lines to be
properly aligned.
I am curious for the answer from betteR people.
Best,
Tal
Contact
Do you have an open word file ?
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See
?pdf
?png
?sink
There is also R2wd (about which I wrote here:
http://www.r-statistics.com/2010/05/exporting-r-output-to-ms-word-with-r2wd-an-example-session/
)
And there are also the brew, and Sweave packages (as Henrique
mentioned).
Best,
Tal
Contact
Hi Nana,
The question is not fully clear to me.
Are you looking to plot the (let's call it) family tree of the genes ?
(if so, then using
plot(hclust(gene.dist))
Might be a direction for you)
Tal
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Hi Ralf,
?pdf and ?png are good places to start.
There is also R2wd:
http://cran.r-project.org/web/packages/R2wd/index.html
For exporting R output to word. I wrote a short tutorial session for it
here:
Does:
boxplot(data$site~data$chr, varwidth=TRUE)
(notice I removed the ' ' from the 'TRUE')
Work ?
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Isn't this what
?dist
Does ?
Tal
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Hi Ralph,
In case of hclust, the dendrogram does show the steps (they are the
heights presented in the graph).
You can present them also in a matrix using cutree, for example:
dat - (USArrests)
n - (dim(dat)[1])
hc - hclust(dist(USArrests))
cutree(hc, k=1:n)
You might then visualize the
look at:
?qqnorm
and
?qqline
Examples are in their help.
Tal
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www.r-statistics.com
Regarding R and REvolution, there was a post published recently comparing
the two:
http://www.r-bloggers.com/comparing-standard-r-with-revoutions-for-performance/
Regarding the rest, I don't know...
Tal
Contact
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Hi Rex,
It sounds like something that can be done with
?lines
If you would supply with a simple self contained data that represents what
you are trying to plot, then we might be able to better help you.
If you have the data in R, use dput to be able to copy paste it into the
email.
Cheers,
Tal
.
Regards,
Maciej
-Ursprüngliche Nachricht-
Message: 117
Date: Thu, 17 Jun 2010 20:12:54 -0400
From: David Winsemius dwinsem...@comcast.net
To: Tal Galili tal.gal...@gmail.com
Cc: r-help@r-project.org
Subject: Re: [R] Is there a non-parametric repeated-measures Anova in
R
There is a new initiative to open a community based QA website which is
based on the StackOverFlow engine - to answer data-analysis (and obviously
R) related Questions.
After good several months of using StackOverFlow (see the R tagged questions
here http://stackoverflow.com/questions/tagged/R),
%s, x)), each = 100))
dat$y = dat$y + rnorm(length(dat$y), 3, 3)
# Without alpha
ggplot(aes(x = x, y = y, group = grp), data = dat) + geom_line()
# With alpha
ggplot(aes(x = x, y = y, group = grp), data = dat) + geom_line(alpha =
0.04, size = 2)
cheers,
Paul
On 06/15/2010 12:57 PM, Tal
Hello Prof. Harrell and dear R-help mailing list,
I wish to perform a non-parametric repeated measures anova.
If what I read online is true, this could be achieved using a mixed Ordinal
Regression model (a.k.a: Proportional Odds Model).
I found two packages that seems relevant, but couldn't find
. The standard non-parametric test is the Friedman
test.
?friedman.test
Jeremy
On 16 June 2010 10:22, Tal Galili tal.gal...@gmail.com wrote:
Hello Prof. Harrell and dear R-help mailing list,
I wish to perform a non-parametric repeated measures anova.
If what I read online is true
Hi all,
Just for the record, this is the link to the blog post:
http://www.r-statistics.com/2010/04/parallel-multicore-processing-with-r-on-windows/
You can run work in parallel in multiple processors. Although it is only
worthwhile when each task takes a long time to run (I give an example to
Hi Elyakhlifi,
You can try this:
hc - hclust(dist(USArrests), ave)
plot(hc, cex = .5)
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Hello all,
I am trying to create a Clustergram in R.
(More about it here: http://www.schonlau.net/clustergram.html)
And to produce a picture similar to what is seen here:
http://www.schonlau.net/images/clustergramexample.gif
I was able (more or less) to write the R code for creating the image,
Hi Hadley,
Thanks for replying.
The glitches are the cases where you would have a bundle of lines belonging
to a specific cluster, but had spaces between them (because the place of one
of the lines was saved for another line that in the meantime moved to
another cluster).
I just came up with a
Hi Hadley,
I wrapped the code into a function.
I made it so all the lines would always start from the cluster mean.
And I tried to give more meaning to the colors by giving the
color according the the order of the first principal component of that
observation.
What do you think ?
Tal
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: tal.gal...@gmail.com | 972-52-7275845
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www.r-statistics.com (English)
--
On Tue, Jun 15, 2010 at 5:04 PM, Tal Galili tal.gal
-52-7275845
Read me: www.talgalili.com (Hebrew) | www.biostatistics.co.il (Hebrew) |
www.r-statistics.com (English)
--
On Sun, Jun 13, 2010 at 8:42 PM, Tal Galili tal.gal...@gmail.com wrote:
o.k,
I found
Hello dear R-help mailing list members,
I wish to create an hclust object which will be based on
a customized hierarchical clustering algorithm, programmed in R.
After looking into the hclust function, I noticed that the algorithms
themselves are implemented in Fortran. In order for me to
Hello all,
I manually created an hclust object.
Now I am looking to reorder the leafs so they won't intersect with each
other, and would be happy for advises on how to do that.
Here is an example code:
#-
a - list() # initialize empty object
# define
)
--
On Sun, Jun 13, 2010 at 7:08 PM, Charles C. Berry cbe...@tajo.ucsd.eduwrote:
On Sun, 13 Jun 2010, Tal Galili wrote:
Hello all,
I manually created an hclust object.
Now I am looking to reorder the leafs so they won't intersect with each
other, and would be happy
)
--
On Sun, Jun 13, 2010 at 7:39 PM, Tal Galili tal.gal...@gmail.com wrote:
Thanks Charles.
In the meantime, I found out the following code does the trick.
But I am wondering if:
1) I might have made a mistake in it somewhere
2) If there are other (smarter) ways of going about this.
Here
commercially or academically.
Maybe a short tutorial using free software, such as ATLAS would be
suitable content for an r-bloggers post :) ?
Matt Shotwell
Graduate Student
Div. Biostatistics and Epidemiology
Medical University of South Carolina
On Fri, 2010-06-11 at 19:21 -0400, Tal Galili wrote
Hello dear R-help mailing list,
A friend of mine teaches a regression and experimental design course and
asked me the following question.
She is trying to find a way to display the homogeneous groups (after
performing tukey test on an aov object).
here's an example for what she means by
, Tal Galili tal.gal...@gmail.com wrote:
Hello Gabor, Matt, Dirk.
Thank you all for clarifying the situation.
So if I understand correctly then:
1) Changing the BLAST would require specific BLAST per computer
configuration (OS/chipset).
It's BLAS (Basic Linear Algebra Subroutines
Hello David,
I am not sure I understood your question.
Are you asking what are the packages that the R release comes with?
Or are you asking what recommended packages one should have when installing
R? (There is a good list to start with
Thank you very much Hadley, exactly what I was looking for.
Tal
Contact
Details:---
Contact me: tal.gal...@gmail.com | 972-52-7275845
Read me: www.talgalili.com (Hebrew) | www.biostatistics.co.il (Hebrew) |
www.r-statistics.com
Hello all,
I came
acrosshttp://www.r-bloggers.com/performance-benefits-of-linking-r-to-multithreaded-math-libraries/
David
Smith's new post
Performance benefits of linking R to multithreaded math
librarieshttp://blog.revolutionanalytics.com/2010/06/performance-benefits-of-multithreaded-r.html
Hello dear R-help mailing list,
I wish to perform a non-parametric repeated measures anova.
If what I read online is true, this could be achieved using a mixed Ordinal
Regression model (a.k.a: Proportional Odds Model).
I found two packages that seems relevant, but couldn't find any vignette on
I refer to several resources on the subject here:
http://www.r-statistics.com/category/r-and-the-web/
But the first I would suggest you to look at is this:
http://www.r-statistics.com/2010/02/web-development-with-r-an-hd-video-tutorial-of-jeroen-ooms-talk/
It won't answer all of yor questions
I would consider trying the plyr package using the llply function.
With something like:
require(plyr)
func - function(xx)
{
xx[is.na(xx)] - 0
return(xx)
}
llply(your.df.list, func)
What I wondering is why you want to do this.
Best,
Tal
Contact
Hi Peter,
If this article is correct:
http://www.r-bloggers.com/abbreviations-of-r-commands-explained-250-r-abbreviations/
Loess stands for:
[LO]cally [E]stimated [S]catterplot [S]moothing
Best,
Tal
Contact
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