(species 1, species 2, species 4, species 7,
species 8))
cheers
Ben Bolker
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/B6VHC-4JMM5XY-1/2/a698149bc3798c273766cfacdf40bba5
(accessed August 29, 2007).
I've written a little bit of generic delta-method code, but I don't
know if it's this generic.
Ben Bolker
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(Hope this gets threaded properly. Sorry if it doesn't.)
Gabor: Lac and Lacfac being the same is irrelevant, wouldn't
produce NAs (but would produce something like a singular Hessian
and maybe other problems) -- but they're not even specified in this
model.
The bottom line is that you
Series 326:283-293 (although the
paper doesn't include any R code).
cheers
Ben Bolker
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Ben Bolker
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and provide commented, minimal, self-contained, reproducible code.
.) and look for
obvious problems? The package uses malloc/realloc rather than
Calloc/Realloc -- does it make sense to go through the code
replacing these all and see if that fixes the problem?
cheers
Ben Bolker
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https
(0.19,0.295,0.24,0.22,0.24,0.28,0.205,0.26,
0.21,0.255,0.275,0.225,0.235,0.265,0.135)
my.3dplot$points3d(x=xvals,y=yvals,z=zvals,col=blue,type=h,pch=16)
Look carefully at ?seq and you may understand what you've
done wrong ...
Ben Bolker
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/R/Rhelp02a/archive/30581.html
http://finzi.psych.upenn.edu/R/Rhelp02a/archive/71592.html
does it happen when you print?
On Ubuntu 7.04 I see a grid in evince; not in xpdf
or acrobat reader; and in gv (but I can turn it off with 'a')
Ben Bolker
log-likelihood is negative, therefore -2L + 2k is positive),
although continuous probability densities or neglected normalization
coefficients can lead to negative AICs -- but smaller (more negative,
if AIC0) is still better.
Ben Bolker
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Bill.Venables at csiro.au writes:
for the upper tail:
1-pt(1.11, 9)
[1] 0.1478873
wouldn't
pt(1.11, 9, lower.tail=FALSE)
be more accurate?
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of 'fn'
See ?try :
e.g.
myfun - try(optim(...))
if (class(myfun)==try-error) { ... whatever ...
} else {
... success ...
}
or tryCatch
this is FAQ 7.32 ...
cheers
Ben Bolker
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Walter R. Paczkowski dataanalytics at earthlink.net writes:
Does anyone know of a package or function to do a beta regression?
RSiteSearch(\\\beta regression\\\)
(all those extra s seem necessary to get the equivalent
of beta AND regression ...)
betareg package on CRAN
Eric Doviak edoviak at earthlink.net writes:
Dear useRs,
I recently began a job at a very large and heavily bureaucratic organization.
We're setting up a research
office and statistical analysis will form the backbone of our work. We'll be
working with large datasets
such the SIPP as well
Gregory Gentlemen gregory_gentlemen at yahoo.ca writes:
Greetings,
I have a seemingly simple task which I have not been able to solve today. I
want to construct a symmetric
matrix of arbtriray size w/o using loops. The following I thought would do it:
[snip]
p - 6
Rmat - diag(p)
vals
filame uyaco filams0704 at yahoo.com writes:
hi!
I would like to ask help how to generate numbers from g-and-h distribution.
This distribution is like
normal distribution but span more of the kurtosis and skewness plane. Has R
any package on how to generate
them?
Someone else
John Zabroski wrote:
On 7/25/07, Ben Bolker [EMAIL PROTECTED] wrote:
Thanks a lot! I tried all three and they all seem very dependable.
Also, I appreciate you rewriting my solution and adding elegance.
Is there a way to extend the tick marks to the ylim values, such that
the yscale ymax
package
library(gplots)
with(testdata,
barplot2(xbar,names.arg=group,main=a=4.0,
xlab=Group,ylab=xbar,plot.ci=TRUE,
ci.u=xbar+se,ci.l=xbar))
P.S. I hope you're not hoping to infer a statistically
significant difference among these groups ...
cheers
Ben
lines (type r) are a little
harder. How about:
plot(y~x,col=grps)
invisible(mapply(function(z,col) {abline(lm(y~x,data=z),col=col)},
split(data.frame(x,y),grps),1:3))
cheers
Ben Bolker
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Lin Pan linpan1975 at yahoo.com writes:
Hi all,
I am trying to use mle() to find a self-defined function. Here is my
function:
test - function(a=0.1, b=0.1, c=0.001, e=0.2){
# omega is the known covariance matrix, Y is the response vector, X is the
explanatory matrix
odet =
David Barron mothsailor at googlemail.com writes:
Try RSiteSearch to look for specific
distributions.
also try
http://wiki.r-project.org/rwiki/doku.php?id=tips:stats-distri:0verviews=binomial
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pair 6th, too).
Ben Bolker
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and provide commented, minimal, self-contained, reproducible
seem to do any fitting, just post-processing of the lmer
object ...
(by the way, that's the languageR package --
library(fortunes); fortune(Maechler.*package))
Ben Bolker
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Judith Flores juryef at yahoo.com writes:
Hi,
I need to place double and triple asterics (or
stars) to highlight very low p-values. I am using
points, for example:
points(ssdx,ssdy,pch=8,cex=.9)
but this allows me to place only one asterisc, how
can I place 2 or 3 asteriscs?
Christian Bieli christian.bieli at unibas.ch writes:
Hi there
During execution of sapply I want to extract the number of times the
function given to supply has been executed. I came up with:
mylist - list(a=3,b=6,c=9)
=recover) to start diagnosing, or change
print.level in your mix() call.
But your best bet is to find a reproducible example for
us to look at.
cheers
Ben Bolker
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on the log scale
(so that log(z)- 0.5*log x -0.5*log y) = 0),
then use constrOptim to set linear inequality constraints.
(This is assuming all the parameters are positive ...)
Ben Bolker
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very much.
Yuanchang Xie
Since they can't possibly be nested I would suggest AIC.
Ben Bolker
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Robin Hankin r.hankin at noc.soton.ac.uk writes:
Hello
AFAIK, R has no capability for evaluating Bessel functions for
complex arguments.
Bessel functions for complex arguments are difficult to evaluate
numerically.
Some Bessel functions require cut lines or consideration of
adschai at optonline.net writes:
Hi,I know only mle function but it seems that in mle one can only specify the
bound of the unknowns forming the
likelihood function. But I would like to specify something like, a = 2b or a
= 2b where 'a' and 'b' could be my
parameters in the likelihood
livia yn19832 at msn.com writes:
I would like to fit a Pareto Distribution and I am using the following codes
fit=vglm(ycf1 ~ 1, pareto1(location=alpha), trace=TRUE, crit=c)
fitted(fit)
But the fitted values turn out to be the same for each observation. I guess
the problem is with
-on-maps somewhere ... searching the R Graphics Gallery
for pie also produces the hexbin pie plot (which doesn't
use grid either ...)
Ben Bolker
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PLEASE do read
multivariate normal would be simplest.)
Hints: mvrnorm (MASS), var, sample, eigen .
Ben Bolker
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Deepankar Basu basu.15 at osu.edu writes:
For my model, the likelihood function for each observation is the sum of
three integrals. The integrand in each of these integrals is of the
following form:
A*exp(B+C*x-D*x^2)
(where D is positive)
Being very lazy, I tried Mathematica's
use quote= to disable the effect of '
cheers
Ben Bolker
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and provide commented
AIC() on each of the fitted models and
see what happens? In general R can compute log-likelihoods
and AICs for most fitted model objects ... If it doesn't work,
you can post your simple example to the list and get more
advice then ...
Ben Bolker
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= as.numeric(names(t3))
lines(x2,t2,type=b,col=blue)
lines(x3,t3,type=b,col=darkgreen)
good luck,
Ben Bolker
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CrazyJoe keizer_61 at hotmail.com writes:
I am very new to R. I am trying to perform an Anova Test and see if it
differs or not.
Basically, i have 4 tests and 1 control.
Tester
Test1 Test2 Test3 Test4 Control
20 25 1510 17
You can't make any
?
[ hint: ?boxcox in the MASS package might be a better way
to go ]
Ben Bolker
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, but I wonder if it would be worth writing
an R interface ...
Ben Bolker
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and provide
Sebastian P. Luque spluque at gmail.com writes:
Hi,
I came across a case where there's a discrepancy between minimum and
maximum values reported by 'summary' and the 'min' and 'max' functions:
By default summary only lists 3 significant digits ...
see ?summary
Ben Bolker
than SAS.
If anyone has a whole zoo of R versions lying around
they could go back and try this code on them ...
Ben Bolker
scanstr = function(con,target,verbose=FALSE) {
s = readLines(con,n=1)
while (length(s)0 length(grep(target,s))==0) {
if (verbose) cat(s,\n)
s = readLines(con
Thomas Lumley tlumley at u.washington.edu writes:
On Mon, 16 Apr 2007, Philippe Grosjean wrote:
Hello,
[snip]
No -- there is a new x.y.0 twice per year. Checking the r-announce
archives shows that 2.0.0 came out in October 2004 and 1.9.1 in June 2004.
Describing 1.9.1 as the
=line will
get you a wireframe (see ?rgl.material).
http://wiki.r-project.org/rwiki/doku.php?id=tips:graphics-3d:graphics-3d
good luck
Ben Bolker
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PLEASE do read
otalora at ugr.es writes:
Finally, I tried to write my gr function to compute new random test
configurations. Here I found a problem: In the simulated annealing
algorithm, changes between succesive iterations during the optimization
must be progressively smaller. The distance from the
for the answers on the wiki.)
Just my two cents -- and I've been delinquent in my
wiki'ing recently too ...
Ben Bolker
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you can use them in subsequent graphics calls.
Ben Bolker
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and provide commented, minimal
like this:
mixexplik - function(p,lambda1,lambda2) {
log(p*dexp(x,lambda1) + (1-p)*dexp(x,lambda2))
}
good luck,
Ben Bolker
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PLEASE do read the posting guide
Mallika Veeramalai mallikav at burnham.org writes:
I would like to know,
is it possible to consider a matrix with some columns having numeric data
and some other's with characters (strings) data? How do I get this type of
data from a flat file.
It's called a data frame. See the
Sérgio Nunes snunes at gmail.com writes:
Hi,
I'm trying to aggregate date values using the aggregate function. For example:
aggregate(data,by=list(weekdays(LM),months(LM)),FUN=length)
I would also like to aggregate by year but there seems to be no
years() function.
Should there be
(See section 6 of chapter 7 at http://www.zoo.ufl.edu/emdbook for
more details if you like).
Sorry to follow up on my own post, but the URL is wrong:
http://www.zoo.ufl.edu/bolker/emdbook
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://www.zoo.ufl.edu/emdbook for
more details if you like).
Ben Bolker
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and provide commented, minimal
)[as.numeric(factor(z[,2]))],density=5)
I will point out that this is pretty ugly though ...
Ben Bolker
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of boxplots,
and why they broke the data into discrete age groups?
Given that they had a relatively large data set
(several percent of 100,000 disk drives), they could
have done some cool visualization stuff ...
Ben Bolker
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more specifics on the problem (approx.
number of observations and elements per observation, and
what you plan to try to do with them) you may get
more useful feedback about whether what you plan to
do is feasible and/or sensible.
Ben Bolker
signature.asc
Description: OpenPGP digital signature
well enough even if it is not optimal.
cheers
Ben Bolker
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and provide commented, minimal
a.eslami a.eslami at Mail.sbu.ac.ir writes:
Hello
My name is Aida Eslami. I am a M.S.c student of statistics at Shahid
Beheshti University , Tehran, Iran. The
subject of my thesis is Analysis of Masked Data. I have some problems in
writing of my program
(optimization). Would you
(preferably someone at your own institution) who can help you
get started with R basics.
Reading the posting guide wouldn't hurt either.
good luck,
Ben Bolker
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. See ?optim.
Blatant plug: www.zoo.ufl.edu/bolker/emdbook/chap7A.pdf pp. 3-4
might be helpful too.
Ben Bolker
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in
the stats4 package ...
Ben Bolker
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and provide commented, minimal, self-contained
and k are
fixed scalars)
Ben Bolker
PS
library(fortunes)
fortune(Yoda)
Evelyn Hall: I would like to know how (if) I can extract some of the
information from the summary of my nlme.
Simon Blomberg: This is R. There is no if. Only how.
-- Evelyn Hall and Simon `Yoda' Blomberg
R-help
that this isn't a homework problem?
Ben Bolker
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and provide commented, minimal, self
to your problem, but you'll very much
have to roll your own.
(If any R-helpers out there would like to correct me or provide pointers
to examples of Lagrange multiplier implementations in R, that would be
great ...)
Ben Bolker
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,
as well as a variety of strong opinions about why you shouldn't
plot your data as 3d histograms in the first place.
Hints:
demo(hist3d) in the rgl package
example(scatterplot3d) in the scatterplot3d package
Ben Bolker
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ahimsa campos-arceiz ahimsa at camposarceiz.com writes:
Hi,
I'm plotting a multiple histogram using the function multhist {package
plotrix}, something like:
library(plotrix)
mh - list(rnorm(200, mean=200, sd=50), rnorm(200, mean=250, sd=50))
multhist(mh)
In this graph y-axis
ahimsa campos-arceiz wrote:
Dear Ben,
thank you very much for your prompt reply.
but I'm afraid I'm missing something: when I apply your function
pmulthist I
obtain exactly the same results as with multhist (with the y axis
representing frequencies rather than a probability).
I was
may not have looked in the right place ...)
thanks
Ben Bolker
self-contained but unnecessarily complicated simulation
code/demonstration:
---
library(lme4)
library(lattice)
simfun - function(reefeff,ntreat=2,nreef=12,
nreefpertreat=3
see also:
http://www.zoo.ufl.edu/bolker/eid/
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and provide commented, minimal,
)
instead of what you have written here.
- A way of doing further debugging is to use cat() statements
to print out parameter values and negative log-likelihoods for
each function call.
good luck
Ben Bolker
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-squares fit through
the data -- again, this is not quite right, but in the
absence of information about sample size it's a little hard
to know how to weight the different points.
Hope that helps.
Ben Bolker
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be
dir - ifelse(runif(nt)up,1,-1)
jump - rexp(nt,scale=scale)
cumsum(start+dir*jump)
hope that helps
Ben Bolker
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that...
warning, totally untested ...
(the only way I can think of to get pretty
and equally spaced ticks is to use ONLY powers
of ten ...)
Ben Bolker
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PLEASE do read
on cutting and pasting)
* type version and cut and paste the results
* tell us what distribution and version of Linux you're using
You might get some help after that.
Ben Bolker
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the command to hold the graphic with R?
I remember with Matlab you may use hold on.
Thanks.
[snip]
Is this what you were looking for?
HTH
G
Actually, it sounds more like what yang wants is
par(new=TRUE)
Ben Bolker
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to interpret.
use lmer (in the lme4 package) with the family argument
set, to do real (or restricted) rather than quasi-likelihood
estimation?
Ben Bolker
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PLEASE do
]
Please note that this is completely untested!
See Venables and Ripley's mixture-modeling example
in MASS for more details of this kind of custom fitting
(their example is a mixture of two normals, but
it should still be helpful)
Ben Bolker
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-criminal subsample, and for a sample
of 1000 Cambridge men.
It would be an interesting challenge for a
historian of science ...
Ben Bolker
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PLEASE do read the posting
/workshopnew/Documentation/sample%20likelihood.doc
As is often the case, it would also help if you gave
more detail about what you wanted to do -- probably the
majority of modern statistical methods use maximum
likelihood in one format or another ...
cheers
Ben Bolker
to the full posterior modes.
(Think about the two-parameter normal distribution
for example; for a sample {x_i}, the mode
of the posterior variance is near sum((x_i-\bar x)^2)/n
while the marginal mode is near sum((x_i-\bar x)^2)/(n-1) ...)
[haven't checked this at all carefully.]
Ben Bolker
))
[1] 11.3995
I probably shouldn't have answered this --
please read the posting guide before you post
again ...
sincerely,
Ben Bolker
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PLEASE do read the posting
interfaces between them and
R.
cheers
Ben Bolker
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and provide commented, minimal, self
.
Ben Bolker
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PLEASE do read the posting guide http://www.R-project.org/posting-guide.html
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bogdan romocea br44114 at gmail.com writes:
A function I've been using for a while returned a surprising [to me,
given the data] error recently:
Error in plot.window(xlim, ylim, log, asp, ...) :
Logarithmic axis must have positive limits
After some digging I realized what was
Ben Bolker
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of
implementing the linear structure within myfun().
Looked at Jim Lindsey's gnlm package but haven't yet
been able to figure it out.
Does anyone have any ideas or tips?
thanks
Ben Bolker
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and optimize with optim/nlmin/etc.
Ben Bolker
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and provide commented, minimal, self-contained
Ben Bolker
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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.
for rgl.snapshot() [although it would still be nice
to have rgl.postscript() working ...]
Ben Bolker
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an example of the code you used and simultaneously
to post examples of the output to a web page somewhere, if
that's possible.
I would just say, e.g.,
curve(x^3-2*x^2+x-1,from=-10,to=10)
there is an n= argument that specifies how many points
to use, but it doesn't seem necessary.
Ben
is not reproducible/self-contained -- since I
don't
know what z1, z2, n1, rho are, I can't run it and see if that's the only
problem.
cheers
Ben Bolker
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PLEASE do
the uncertainties in
the skew and kurtosis are likely to be much larger.
from _Numerical Recipes_:
if the difference between n and n−1 ever matters to you, then you are probably
up to no good anyway - e.g., trying to substantiate a questionable hypothesis
with marginal data.
cheers
Ben Bolker
this could be quite ugly).
good luck
Ben Bolker
finance
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a shifted, scaled version of the beta. Hence
a + (b-a)*rbeta(n,shape1,shape2)
cheers
Ben Bolker
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directly
would probably be more useful.
Ben Bolker
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the sines and cosines of the individual angles and
then taking the arc-tangent. With this size problem
you can work through the details and understand how
it all works ...
Ben Bolker
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(runif(49,-2,2)))
works.
Ben Bolker
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methodology question than as
an R question. Please read the posting guide ...
Doing this without specifying any parametric forms
would be tricky. You may be able to do this by
searching for autoregressive model methods in RSiteSearch ...
Ben Bolker
neg binomial, which is Poisson-gamma)
distribution, which might make this all work rather well
in lmer:
www.cefe.cnrs.fr/esp/TBElston_Parasitology2001.pdf
cheers
Ben Bolker
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Sundar Dorai-Raj sundar.dorai-raj at pdf.com writes:
Try:
plot(x, y, asp = 1)
--sundar
or eqscplot from the MASS package.
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Mario Falchi mariofalchi at yahoo.com writes:
Iâm trying to evaluate the frequency of different strings in each row of a
data.frame :
INPUT:
ID G1 G2 G3 G4 ⦠GN
1 AA BB AB AB â¦
Something like
z - data[,-1]
table(z,row(z))
?
Ben Bolker
environment!
Ben Bolker
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