iles
in UTF-8 encoding on Windows?
i.e., instead of "convert R to output UTF-8 universally on Windows",
"figure out how to make write.table output UTF-8 on Windows, or
suggest a workaround" ?
Ben Bolker
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>From SVN r65092:
line 111: "Note that that the abbreviations have changed over the years"
(duplicated "that")
Ben Bolker
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We (the lme4 authors) are having a problem with doing a proper deep
copy of a reference class object in recent versions of R-devel with
the LAZY_DUPLICATE_OK flag in src/main/bind.c enabled.
Apologies in advance for any improper terminology.
TL;DR Is there an elegant way to force non-lazy/deep co
On 14-03-02 08:05 PM, Simon Urbanek wrote:
> Ben,
>
> On Mar 2, 2014, at 7:38 PM, Ben Bolker wrote:
>
>> We (the lme4 authors) are having a problem with doing a proper
>> deep copy of a reference class object in recent versions of R-devel
>> with the LAZY_DUPLIC
a potential mentor on the R lists seems reasonable,
although I don't know whether R-devel or R-help would be a better
venue.
good luck,
Ben Bolker
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>
FWIW this seems to be a FAQ:
https://stat.ethz.ch/pipermail/r-devel/2003-July/027018.html
http://thr3ads.net/r-devel/2013/01/
2171832-Re-na.omit-option-in-prcomp-formula-interface-only
http://r.789695.n4.nabble.com/
na-omit-option-in-prcomp-formula-interface-only-td4373533.html
And tw
Ben Bolker gmail.com> writes:
>
> FWIW this seems to be a FAQ:
>
> https://stat.ethz.ch/pipermail/r-devel/2003-July/027018.html
>
> http://thr3ads.net/r-devel/2013/01/
>2171832-Re-na.omit-option-in-prcomp-formula-interface-only
>
> http://r.789695.n4.nab
Michael Haupt oracle.com> writes:
>
> Dear all,
>
> in R 3.1.0, this is happening:
>
> > cummin(c(1+1i,2-3i,4+5i))
> Error in cummin(c(1 + (0+1i), 2 - (0+3i), 4 + (0+5i))) :
> 'cummax' not defined for complex numbers
> > cummax(c(1+1i,2-3i,4+5i))
> Error in cummax(c(1 + (0+1i), 2 - (0+3i),
ask it.
>From http://cran.r-project.org/web/packages/policies.html :
"Packages with licenses not listed at
https://svn.r-project.org/R/trunk/share/licenses/license.db
will generally not be accepted."
You'd better write to c...@r-project.org to ask permission.
Ben Bolk
ept for a "ggplot2 built under
3.2.0 warning").
Does anyone else see this or is it just something weird about my setup?
Ben Bolker
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thanks -- although I think `dplyr` is a red herring; my issue is with
`plyr` (which is imported by `ggplot2` so should get installed
automatically anyway ...)
On Mon, Sep 1, 2014 at 4:08 PM, Carl Boettiger wrote:
> Hi Ben,
>
> Just tested this on a fresh ubuntu 14:04 sandbox by usi
ot;011001"
w2A <- .encode_numeric_version(e2, width = 2, maxlen = maxlen) ## "010701"
w1A>w2A ## TRUE
If I had the patience I would revert to before this SVN change and see what
happened:
=
r66259 | hornik | 2014-07-27 15:45:29 -0400 (Sun, 27 Jul 2014) | 2 lines
a package version with an 8 in it ...)
On Mon, Sep 1, 2014 at 9:27 PM, Ben Bolker wrote:
> Further losing my marbles. I *think* this is a subtle bug in the
> comparison operator for package_version objects that will be dependent on
> small (platform-dependent) numerical computation di
p-adic rationals.
On Mon, Sep 1, 2014 at 9:38 PM, Ben Bolker wrote:
> PS this is on i686-pc-linux-gnu (32-bit). On x86_64-apple-darwin10.8.0,
> log(8,base=8)==1 is TRUE, so I'm guessing the problem wouldn't come up.
>
> (At this point I believe the problem occurs if (and
ything other than 1 if x == base
>
> Amazingly indeed, it does: From the few platforms I can try
> here, I only see the problem
> on 32 bit Linux, both an (old) ubuntu 12.04.5 and Fedora 19.
>
>> i <- 2:99; i[log(i, base=i) != 1]
> [1] 5 8 14 18 19 25 58 60 64 6
Does anyone happen to know the fate of the R wiki, which was formerly
maintained (I think) at www.sciviews.org (now has information about a
kids' play centre) by Philippe Grosjean (I think)? wiki.r-project.org
redirects to http://rwiki.sciviews.org/ which gives a "404 not found&q
iod or comma. This field is what is reported by
"followed a" should be "followed by a", I think ...
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-BEGIN PGP SIGNED MESSAGE-
Hash: SHA1
I am painfully aware that this is most likely a problem with my
system, but I am nevertheless going to ask if anyone has any
ideas/suggestions for diagnosis and trouble-shooting.
- From a clean checkout of release 66624 on Ubuntu 12.04 (32-bit, sorr
Thanks for the information. It's the old story -- it's only once you
finally convince yourself that the problems are always on your end and
never bugs in the other guy's (development) code that you actually
encounter bugs in the other guy's code.
Ben Bolker
On 14-0
Gábor Csárdi gmail.com> writes:
>
> Hi,
>
> I think much of this is simply impossible to do. CRAN packages are
> written and maintained by thousands of people, how are you planning to
> convince them to reorganize their packages? Or even just rename them?
> This obviously won't happen.
>
> Btw
On Sun, Nov 9, 2014 at 4:37 PM, Duncan Murdoch
wrote:
> Hi Ben. I agree with most of your points and questions, but just wanted
> to nitpick one little point, inline below:
>
You're right -- I was being sloppy, that's worth clarifying. I think I
originally meant
to wri
ccess
they could at any time.
On Sun, Nov 9, 2014 at 4:40 PM, Gábor Csárdi wrote:
> On Sun, Nov 9, 2014 at 3:26 PM, Ben Bolker wrote:
> [...]
> > * download information _is_ available, unofficially, from some
> > mirrors other than the RStudio mirror: see
> > http://www.r
about it many of them
are puzzled that it's not part of the core R framework. I understand
the arguments against migrating new functionality into core R, but
this functionality is super-useful especially for beginners, and
it seems worth it to lower the bar for fi
-BEGIN PGP SIGNED MESSAGE-
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WARNING: this is long. Sorry I couldn't find a way to compress it.
Is there a reasonable way to design an update method so that it's
robust to a variety of reasonable use cases of generating calls or
data inside or outside a function? Is it even pos
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On 15-03-23 12:55 PM, Thierry Onkelinx wrote:
> Dear Ben,
>
> Last week I was struggling with incorporating lme4 into a package.
> I traced the problem and made a reproducible example (
> https://github.com/ThierryO/testlme4). It loo
eks at the very least], so
this might be problematic if your package needs to depend on it).
I'm still curious whether there are any ideas/opinions from other
readers. Has anyone else struggled with this? Is there a canonical
solution?
Ben Bolker
On 15-03-24 07:55 PM, Ben Bolker wrote:
-BEGIN PGP SIGNED MESSAGE-
Hash: SHA1
Against my better judgment I'm going to point out that "misspelled"
is misspelled in the package-checking messages (at least according to
the OED, the American Heritage Dictionary, and Google,which have it
with no hyphen; further, "mis-spelled" gets
contains only these data, but
it would seem to be more convenient for end users, and more
future-proof, to put everything in one place.
I know I will eventually need to take this up with CRAN, but I'm
looking for reasonably informed opinions/suggestions ...
cheers
Ben Bolker
Dirk Eddelbuettel debian.org> writes:
> On 22 April 2015 at 11:34, Roger Bivand wrote:
> | While I agree with Martyn with respect to code, documentation, and
> | vignettes, the point Ben raises is relevant and not obvious. Data sets in
> | say GLP-licensed packages are on occasio
with a *reference* to a model
frame; consider the situation where one is fitting 10 or 20 different
models to a large data set, ending up with many copies (I'm not
100% sure, but I think that using model.frame() will end up creating
an internal copy of the data even if it's not technically modified)
of the same gigantic data ...
Ben Bolker
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n't think anyone else can guess
very accurately ...
Ben Bolker
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Uwe Ligges statistik.tu-dortmund.de> writes:
>
>
> On 24.04.2015 22:44, Ben Bolker wrote:
> > Prof J C Nash (U30A uottawa.ca> writes:
> >
> >>
> >> I was preparing a fix for a minor glitch in my optimx package and R CMD
> >> ch
-BEGIN PGP SIGNED MESSAGE-
Hash: SHA1
I've finally been able to piece this together, but I wonder if I've
got it right/whether there is anywhere the behaviour of `model.matrix`
with respect to `na.action` is more *explicitly* documented.
* model.matrix() respects the 'na.action' argum
R-devel doc/NEWS.Rd (SVN 57472) contains:
\item There are two new options for typesetting PDF manuals from
Rd files. These are \samp{beramono} and \samp{inconsolata}, and
used the named font for mononspaced output. They are intended to
be used in combination with \samp{times
erministic behaviour (and
hanging) are a little disturbing.
I haven't had a chance yet to try to dig in and see what's happening
but thought I would report to see if anyone else could reproduce/figure
it out.
Ben Bolker
## n <- 100 ## hangs R
n <- 3
-BEGIN PGP SIGNED MESSAGE-
Hash: SHA1
On 11-11-16 05:18 PM, peter dalgaard wrote:
>
> On Nov 16, 2011, at 22:38 , Ben Bolker wrote:
>
>> Someone inquired on StackOverflow about apparently non-deterministic
>> graphics behaviour in R. I noticed that they w
ow many of the packages on CRAN have *no* reverse
dependencies:
library(packdep)
d1 <- map.depends()
c <- dependencies(d1)
sum(c$reverse==0)/nrow(c)
66%. Furthermore, I would guess that orphaned packages would be
more likely to be in this 66%. What about exempting
y function that is not exported from a package need not be documented.
Ben Bolker
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ng track of
which development (micro-)version a random user might be working with?
thanks,
Ben Bolker
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Zhu Wang ccmckids.org> writes:
> I found my Rnw file generated strange symbols in pdf file.
> For instance, on page 4 of the following file,
>
> http://cran.r-project.org/web/packages/cts/vignettes/kf.pdf
> you can see Belcher et~al on line 2, and Figure~1 on line 5. The
> symbol ~ should not
know if
there's a good system-independent way to test file identity ...
$ ls -i tmp.dat
114080 tmp.dat
$ ls -i /home/bolker/R/pkgs/r2jags/pkg/tests/tmp.dat
114080 /home/bolker/R/pkgs/r2jags/pkg/tests/tmp.dat
Would normalizePath() work for this ... ?
> normalizePath("tmp
Ben Bolker gmail.com> writes:
>
Bump. Will I be scolded if I submit this as a bug report/wishlist
item?
Test case:
> fn <- "tmp.dat"
> x <- 1:3
> dump("x",file=fn)
> file.info(fn) ## 9 bytes
> file.copy(paste("./",fn
gure out how to put
these two pieces together. Perhaps I have an old ess version (5.14)?
thanks
Ben Bolker
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Ben Bolker gmail.com> writes:
> I am slowly getting up to speed/being dragged into using Roxygen in a
> project. I'm wondering if there's a way to emulate the behaviour of C-c
> C-p (Rd-preview-help) in Rd-mode (create a preview in a new Emacs buffer
> in "R He
it to handle na.action as well? (I can
appreciate from looking at stats:::prcomp.formula that the NA-processing
is not completely trivial ...)
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include/Rinternals.h': No such file or directory
make[2]: *** [Rinternals.ts] Error 1".
Any thoughts about what's going on here or what I can do to further
diagnose the problem?
thanks
Ben Bolker
==
bolker@ubuntu-10:~/R/r-devel$ svn update
At revision 58
Barry Rowlingson lancaster.ac.uk> writes:
> Anyway, I did say that Task Views were rather brilliant, but were let
> down by their hidden position on the R web sites (tucked away as the
> third element of a sub-menu of a CRAN mirror site linked to by the
> CRAN link from the Download menu on the m
late values from the model for a novel set of
predictor variables ... (coincidentally, this would also allow our
package to use the existing framework more easily).
Are there any circumstances under which
predict(object,type="response") is/could be *different* from
fitted(object) for a 'glm
Ben Bolker gmail.com> writes:
Bump? (Quoting with "> " removed to make Gmane happy)
I've since realized that it will be harder to use the
built-in $simulate methods in my application than I thought,
but I'm still curious about this issue (and might still be
able
How would I fix the issue/suppress
the note?
thanks
Ben Bolker
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oreign_0.8-49
[5] abind_1.4-0 R2WinBUGS_2.1-18 coda_0.14-5 lme4_0.999375-42
[9] Matrix_1.0-4 lattice_0.20-0 MASS_7.3-17
loaded via a namespace (and not attached):
[1] grid_2.15.0 nlme_3.1-103
Thanks,
Ben
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-branch/doc/NEWS.Rd
M /branches/R-2-15-branch/src/library/parallel/R/unix/forkCluster.R
M /branches/R-2-15-branch/src/library/parallel/R/unix/mcfork.R
revert to XDR serialization for 2.15.0
Thanks,
Ben
> I
Quoting Prof Brian Ripley :
On 27/03/2012 22:01, Ben Goodrich wrote:
In case anyone is concerned that this regression will affect them, the
code was reverted to the 2.14.x behavior by
r58842 | ripley | 2012-03-26 08:12
ons and seeing whether I can get back to a working version, but
I'd like to see if I can get it fixed by moving forward rather than
backward ...
For anyone who is intrigued and wants to investigate farther:
http://r-forge.r-project.org/R/?group_id=847
http://r-forge.r-project.org/scm/?group_id=847
ile("extdata",
[model_obj], package="glmmADMB"). I would be curious if anyone has any
other suggestions for ways to work around this issue, or if they feel
that I am subverting the intended use of the data/ directory (and so
it's my own fault).
happy friday, and thanks to al
s and would trigger the search for the
package -- I don't think this is avoidable.
[cc'd back to r-devel for discussion/archival purposes]
> -- Sent from my Android phone with K-9 Mail. Please excuse my
> brevity.
>
> Ben Bolker wrote:
>
> Figured it out (I thin
but I wonder if there's a way
I can get the examples run to see the non-standard package location.
I could (I guess) modify my .Rprofile temporarily ... ? But I'm
curious if there's a right way to do this ...
thanks
Ben Bolker
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ture-requests-to-the-r-core-team/8066062#8066062
[url broken]
for some context on why you should build a package instead
of trying to get a patch accepted in base R ...
Ben Bolker
> > On Tue, May 22, 2012 at 8:27 AM, Joan Maspons
> > wrote:
> > > Hello,
> > >
ependencies, you have at least the
*legal* right to take any piece of code you want from any open-source
(BSD, GPL, ...) package and package it your own little package
(provided it follows the rules of the original license) that
includes only the stuff you need, without any other dependencies. It
in this I could submit a doc patch.
(Thought sparked by
http://www.r-bloggers.com/how-do-i-create-the-identity-matrix-in-r/ )
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that, but I thought it was supposed to be a last resort and
that I was *supposed* to be able to fix my problems by proper use of
imports.
Any insights?
thanks
Ben Bolker
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pler references
> anyone might recommend?
[snip]
Some of this stuff *might* be in the "White Book" (Statistical
Models in S, ed Chambers & Hastie (esp. chapter 7?)
Ben Bolker
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, which may not
> exist) is the ultimate reference.
>
> -- Bert
>
> On Tue, Jul 31, 2012 at 6:25 AM, Ben Bolker wrote:
>> Nathaniel Smith pobox.com> writes:
>>
>>> I find myself needing to be able to reproduce the spline bases that R
>>> compute
Xiaobo Gu gmail.com> writes:
>
> Hi,
>
> The Transparency Layer feature of Oracle R Enterprise overcomes the
> RAM limitation of R, and can take advantage of multiple core
> processing of the database server by translating R expression into
> SQL, what about building a open source version of th
I get back from here to the calling point
## *without* muffling warnings ... ?
}
})
}
suppressWarnings2(sqrt(-1))
suppressWarnings2(sqrt(-1),"abc")
It seems to me I'd like to have a restart option that just returns to
the point where the warning was caught
On 12-10-21 09:08 PM, Martin Morgan wrote:
> On 10/21/2012 12:28 PM, Ben Bolker wrote:
>>
>>Not desperately important, but nice to have and possibly of use to
>> others, is the ability to suppress specific warnings rather than
>> suppressing warnings indiscrim
Joseph Barry embl.de> writes:
> We have recently been using the tiff package for reading tiff images
> into the Bioconductor Package EBImage. This has been extremely
> helpful in conjunction with other steps to eliminate dependencies on
> ImageMagick.
> However, it seems that 12-bit images are
in src/library/utils/man/relist.Rd, line 50:
objects into a vector representation. \code{relist()}, it's methods and
spurious apostrophe ...
Ben Bolker
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within
src/library/tools/R/check.R to protect parentheses in the shell argument
string ...
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G See gmail.com> writes:
>
> When I have a csv file that is more than 6 lines long, not including
> the header, and one of the fields is blank for the last few lines, and
> there is an extra comma on of the lines with the blank field,
> read.csv() makes creates an extra line.
>
> I attached an
It's not desperately important, but it would seem more consistent to
me if sQuote(character(0)) or sQuote(NULL) returned character(0) rather
than "‘’" . This could easily be achieved by putting
if (length(x)==0) return(character(0))
at the beginning ..
ut (1)
well-worked out proofs of concept would go a long way to convincing
R-core; (2) a lot can be done outside of core R if (for
example) you moved over to using data.table everywhere instead of
data frames (only translating to data frames where absolutely necessary).
(I would
On 13-01-04 07:48 AM, Laurent Gautier wrote:
> On 2013-01-04 12:00, r-devel-requ...@r-project.org wrote:
>> Message: 16 Date: Thu, 3 Jan 2013 22:52:44 +0000 From: Ben Bolker
>> To: Subject: Re: [Rd]
>> Bounty on Error Checking Message-ID:
>> Content-Type: text/plain
here anything else I can try?
Ben Bolker
> cd r-devel svn update
At revision 61617.
> cd ../r-devel-build ../r-devel/configure --enable-R-shlib
R is now configured for i686-pc-linux-gnu
Source directory: ../r-devel
Installation directory:/usr/local
C compiler:
On 13-01-11 12:59 PM, Ben Bolker wrote:
> I wouldn't be at all surprised if I turned out to be doing something
> boneheaded, but I've *tried* to follow all the relevant rules ...
> Based on a clean SVN checkout of R-devel r61617, building in a
> separate directory, I end
om
> > the _original author_ of that code.
> >
> > Dirk
I agree/sympathize but can also think of cases, if the function is
short/simple enough, that it would actually make sense to copy it.
It's a judgment call, I think.
Most R packages are under sufficiently permissive licenses (plotrix is
'GPL >=2') that copying is allowed, although it would be courteous to
inform/ask permission from the author(s).
Ben Bolker
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Oliver Bandel first.in-berlin.de> writes:
> Am 15.01.2013 um 01:11 schrieb Brian Lee Yung Rowe muxspace.com>:
> > On Jan 14, 2013, at 6:32 PM, oliver first.in-berlin.de> wrote:
> >> BTW: I looked up the string "wish list"
> in some of the mentioned docs (mentioned in this thread)
> >> but
interested/willing
to incorporate your patch or one like it.
library("sos"); findFn("{graphics device} driver")
finds packages incorporating alternative graphics devices.
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Duncan Murdoch gmail.com> writes:
[snip]
>
> Regarding stringsAsFactors: I'm not going to defend keeping it as is,
> I'll let the people who like it defend it.
Would someone (anyone) like to come forward and give us a defense
of stringsAsFactors=TRUE -- even someone who doesn't personal
On 13-02-12 09:20 AM, Uwe Ligges wrote:
>
>
> On 12.02.2013 14:54, Ben Bolker wrote:
>> Duncan Murdoch gmail.com> writes:
>>
>>[snip]
>>>
>>> Regarding stringsAsFactors: I'm not going to defend keeping it as is,
>>> I'll l
Terry Therneau mayo.edu> writes:
> To summarize: my own interactive mix of emacs/R may be unusual.
> For pure interactive folks completion does most of the work. I
> hadn't tried the newest ESS interactive-within-emacs till today,
> it's slick as well. The number of people howling will be less
ilers, etc..
* I suspect the answer given here will be "if you really want to secure
R, run it within a standard restricted-access shell (e.g. chroot on a
Linux system)". If anyone has experience of 'locking down' R on Windows
(XP) in a sensitive environment, I'd be curiou
On 13-05-20 04:42 AM, Barry Rowlingson wrote:
> On Sun, May 19, 2013 at 7:16 PM, Ben Bolker wrote:
>>
>> The workstations have no access to external networks,
>> nor to external media (thumb drives etc.) [information transfer to the
>> outside world is via shared dri
On 13-05-19 06:08 PM, R. Michael Weylandt wrote:
> On Sun, May 19, 2013 at 7:16 PM, Ben Bolker wrote:
>>
>> Is anyone on this list aware of discussions about locking down/securing R?
>>
>> My colleagues and I are working with health statistics in an office
>>
,1,9),
treatment=gl(3,3))
print(d.AD)
glm.D93 <- glm(counts ~ outcome + treatment, family = poisson(),
data=d.AD)
Thoughts?
Ben Bolker
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On 13-05-29 03:05 PM, peter dalgaard wrote:
>
> On May 29, 2013, at 19:58 , Ben Bolker wrote:
>
>>
>> I don't have a copy of Dobson (1990) from which the glm.D93 example
>> is taken in example("glm"), but I'm strongly suspecting that these
>>
ut my installed
version (2.9.0) doesn't have debugging symbols, and I'm having trouble
building the latest SVN version (./configure gives "checking for
recommended packages... ls: cannot access
./src/library/Recommended/boot_*.tar.gz: No such file or directory")
Can anyone confirm?
Cannot find new threads: generic error
> Cannot find new threads: generic error
??
cheers
Ben Bolker
Kjetil Halvorsen wrote:
> I can reproduce this too.
> Run from within emacs:
>
>> v <- data.frame(1:3,2:4)
>> sessionInfo()
> R version 2.9.0 (2009-04-17
This patch fixes the problem for me with latest R-devel. Thanks!
(This kind of X-hacking would take me hours if not days to figure out ...)
cheers
Ben Bolker
Ei-ji Nakama wrote:
> Hi
>
> 2009/5/13 Dirk Eddelbuettel :
>
>> #0 0xb70e685e in XmbLookupString () from /u
#x27;s just my
ignorance/unwilling
to think about numerical computation more carefully at the moment.
Check out various threads on the mailing lists about bc and yacas (although
I'm not sure if yacas runs on Windows or not).
Ben Bolker
--
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Prof Brian Ripley wrote:
>
> Thank you, included in R-patched and R-devel now.
>
[snip]
thanks!
> I do wonder sometimes if people who only work with data in ASCII or in
> a Western European language covered by Latin-1 realize the extent of
> the overhead that using a UTF-8 locale impli
astokes wrote:
>
> Full_Name: Allan Stokes
> Version: 2.8.1
> OS: XP
> Submission from: (NULL) (24.108.0.245)
>
>
> I've just spent a hellish six hours trying to create my own R package with
> a
> bare bones "hello world" R function inside. I was able to create a
> package.tar.gz file eventu
mpatibility/surprise issues
for all the other users who expect the title to be at the top ...
Ben Bolker
--
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___
ersion of Reduce()
Reduce(merge,z,by="state",all=TRUE)
The change is simple -- just add "..." to every call to the function
in Reduce() -- patch is included below my signature ...
It's not a big deal -- I could also do
Reduce(function(x,y) { merge(x,y,by="st
curious what the protocol is when
R-core members differ? (I would have guessed that conservatism would
rule, or the opinion of the original author of the functions (I don't
know who contributed Reduce et al.), but perhaps Kurt doesn't have
strong feelings about this ...
cheers
Ben
-
x27;s really necessary since as you've shown the point is pretty
general.
Ben Bolker
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___
z)) fails -- because
model.matrix() is explicitly evaluating the variables in the formula
in the environment of z (i.e., ignoring the first argument of "with" ...)
Any advice on how to solve this without making a bigger mess?
sincerely
Ben Bolker
## set up a data frame for predic
gs,
but perhaps someone else can comment ...)
Ben Bolker
Adam D. I. Kramer-2 wrote:
>
> This message is in MIME format. The first part should be readable text,
> while the remaining parts are likely unreadable without MIME-aware
> tools.
>
> --1660387551-150661043-1249
that seems to work, thank you.
would anyone care to explain *why* it works ... ? or where
I could go to read more about why it works ... ?
cheers
Ben Bolker
Felix Andrews wrote:
> how about...
>
> nrow(with(cc, model.matrix(params, data=environment(
>
> cheers
>
trial probability distribution.
}
--
Ben Bolker
Associate professor, Biology Dep't, Univ. of Florida
bol...@ufl.edu / www.zoology.ufl.edu/bolker
GPG key: www.zoology.ufl.edu/bolker/benbolker-publickey.asc
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