kevinchang wrote:
> Hey All,
>
>
> I am wondering if there is a built-in function allowing us to locate a
> particular word in a character vector.
>
> ex: vector a
>
> a
> [1] "superman" "xamn" "spiderman" "superman" "superman" "xman"
> [7] "spiderman"
>
> Is there any built-in fu
Is this what you want:
> x <- c("superman" , "xamn" , "spiderman", "superman" , "superman" ,
> "xman",
+ "spiderman" )
> which(x == "superman")
[1] 1 4 5
>
On 9/14/07, kevinchang <[EMAIL PROTECTED]> wrote:
>
> Hey All,
>
>
> I am wondering if there is a built-in function allowing us to loca
Hey All,
I am wondering if there is a built-in function allowing us to locate a
particular word in a character vector.
ex: vector a
a
[1] "superman" "xamn" "spiderman" "superman" "superman" "xman"
[7] "spiderman"
Is there any built-in function that can show "superman" are the fir
On 9/14/07, Raymond Balise <[EMAIL PROTECTED]> wrote:
> I am tring to do an xyplot where I want to plot 5 dots in each pane of
> the trellice and the dots need to have lines (whiskers) extending up
> and down at each point(plus a 45 degree reference line). The data
> frame is set up with the varia
Hi list
I am just beginning to understand the complexities of linear mixed
effects models. Maybe someone can give advise concerning the following
problem:
I have two groups of surgical patients in which repeated laboratory
measurements were taken over time after surgery. I decided that lme
would
Dear colleagues,
I have struggled for the past couple of days with the following layout of
plots. First, for something that finally works (and I understand it also, or so
I think!):
A B x
where A and B are 4x4 matrices of images, x is the common legend for A and B.
The following does what I
Hi Raymond,
It isn't lattice, but this is fairly easy to do with ggplot2:
install.packages("ggplot2")
library(ggplot2)
qplot(x, y, facets = group ~ Method) +
geom_linerange(aes(min = lcl, max=ucl)) +
geom_abline()
See more at http://had.co.nz/ggplot2
Hadley
On 9/14/07, Raymond Balise <[EMAIL
I am tring to do an xyplot where I want to plot 5 dots in each pane of
the trellice and the dots need to have lines (whiskers) extending up
and down at each point(plus a 45 degree reference line). The data
frame is set up with the variables x y lcl and ucl (where the lcl and
ucl are the limits on
On 9/14/07, kwaj <[EMAIL PROTECTED]> wrote:
> I have been trying to copy the row names of one matrix to another matrix but
> having difficulty. The original matrix contains a row name which I would
> like to replicate in the new matrix. I use the following approach?
> The two matrices have identica
I have been trying to copy the row names of one matrix to another matrix but
having difficulty. The original matrix contains a row name which I would
like to replicate in the new matrix. I use the following approach?
The two matrices have identical dimensions.
rN <- row.names(origMatrix)
row.name
Like this:
x <- rnorm(100)
hist(x)
op <- par(fig=c(.02,.5,.5,.98), new=TRUE)
boxplot(x)
--
Henrique Dallazuanna
Curitiba-Paraná-Brasil
25° 25' 40" S 49° 16' 22" O
On 14/09/2007, Haiyong Xu <[EMAIL PROTECTED]> wrote:
>
> Hi there,
>
> I am wondering if it is possible to add a small boxplot
The classic way to test for better fit with an additional variable is to use
the anova() function. The model must have the suspect variable listed last
into your model. The anova() function will give you the correct sequential
decomposition of your model effects and their conditional (F or t)
On 9/14/07, Kari Ruohonen <[EMAIL PROTECTED]> wrote:
> I am trying to explore nlmer by running some nlme examples from Pinheiro
> & Bates (2000). I do not seem to find information how to specify fixed
> effects covariates to nlmer models. Specifically, I tried to run the
> "Carbon Dioxide Uptake" e
Hi, I have been having some trouble using aov to do an anova, probably because
I'm not understanding how to use this function correctly. For some reason it
always tells me that "Estimated effects may be unbalanced", though I'm not sure
what this means. Is the formula I am using written incorrect
An alternative to cross-compiling when you have a source package is to
use the Win-builder facility at win-builder.R-project.org
Thanks to Uwe for providing this facility. I find it much, much
easier than trying to cross-compile or to set up a Windows computer
for compiling R packages.
On 9/14/0
Hi there,
I am wondering if it is possible to add a small boxplot in a
histogram, just like the legend.
Thanks.
Haiyong
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PLEASE do read the posting guide http://www.R-pr
Here is a way that I have used when the data get big. The 'trick' is
to create the key (in your case concatenating columns 1:8) and then
creating a list of indices (row numbers) of the dataframe that
correspond to the grouping (using split). The you have the lapply
operate on the list of indices
Dear Peter,
I don't have sufficient confidence in the numerical methods that I employed
in these functions to contribute them to CRAN as a package. I'm glad that
you found them useful, however.
Regards,
John
John Fox, Professor
Department of Sociology
McMaster U
Dear Stefan,
> -Original Message-
> From: [EMAIL PROTECTED]
> [mailto:[EMAIL PROTECTED] On Behalf Of Stefan Th. Gries
> Sent: Friday, September 14, 2007 2:09 PM
> To: [EMAIL PROTECTED]
> Subject: [R] Intercept in lm and in library(car): Anova
>
> Hi
>
> I have two questions regarding th
This should do what you want.
x<-c(26:52,1:25)
y<-rnorm(52)+1:52
plot(seq_along(x), y, xaxt='n')
axis(1, at=seq_along(x), labels=x)
On 9/14/07, Gustaf Rydevik <[EMAIL PROTECTED]> wrote:
> Hi all,
>
> I have a time series which contain data collected weekly from week 26
> to week 25 the followi
Hi
I have two questions regarding the meaning of intercept outputs of lm.
Question 1: In data set 1 (a fully-balanced design), the line with
(Intercept) contains the overall mean, and the estimates contain the
differences from the overall mean (matching those from model.tables).
But in data set 2
Hello All,
I have a Linux computer and do all of my work from it. However, I
teach also, which means that many of my students use windows. Hence,
I need to create packages that work under windows as well as Linux. I
have tried to follow the directions at
http://cran.r-project.org/doc/contrib/
Dear all;
I'm looking for some advice regarding the following idea:
Let's say that I have a sample of y-values randomly taken from a
population and I want to compute the mean of y and its confidence
intervals but without assuming any particular distribution (I'm
assuming that the mean of this sam
You can try
> blpGetData(conn, "US912828HA15 Govt",
c("ticker", "cpn", "maturity", "market_sector_des"), retval="raw")
and paste together the parts.
HTH,
David L. Reiner
Rho Trading Securities, LLC
-Original Message-
From: [EMAIL PROTECTED] [mailto:[EMAIL PROTECTED]
On Behalf Of
Thanks for the quick reply Jim.
I haven't had any success when I whittle down 'by' list even further
though. I believe I'm using the right command, but now it's just a
matter of clear memory issues.
> test <- aggregate(lf1.turbot[,17:217], list(lf1.turbot$vessel,
lf1.turbot$trip, lf1.turbot$set)
This came up last week on r-sig-finance:
https://stat.ethz.ch/pipermail/r-sig-finance/2007q3/001686.html
David L. Reiner
Rho Trading Securities, LLC
550 W. Jackson Blvd #1000
Chicago, IL 60661-5704
312-244-4610 direct
312-244-4500 main
312-244-4501 fax
-Original Message-
From: [EMAIL
0
===
如-果-您-不-希-望-再-收-到-我-们-的-邮-件,请-直-接-回-复-推-定-信-箱 { tuidingyi@sohu.com }
===
Hello.
I have some basic question for you!.
Has calculating R2 sense in mixed model? I think no! But i don't why!
Thank in advance for your help
Angelo
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PLEASE do read the
Seconded.
--- Greg Snow <[EMAIL PROTECTED]> wrote:
>
>
>
> > -Original Message-
> > From: [EMAIL PROTECTED]
> > [mailto:[EMAIL PROTECTED] On Behalf Of
> Gabor Csardi
> > Sent: Friday, September 14, 2007 2:56 AM
> > To: S Ellison
> > Cc: [EMAIL PROTECTED]
> > Subject: Re: [R] replace N
Alessandra Marmo a écrit :
> Hello list I'M new
> I need help about print to file
> How i can Print more table in a file (in append)
> using xtable and print functions?
?write.table
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Hi all,
I have a time series which contain data collected weekly from week 26
to week 25 the following year. How do I plot this data, so that the
x-axis is displaying the week numbers, ordered as in the data?
Thanks in advance,
Gustaf
---
x<-c(26:52,1:25)
y<-rnorm(52)+1:52
plot(x,y) ## How do
> I append the function below, along with some other simple
> linear-algebra functions.
I never thanked you, by the way, John; have you considered incurring
the overhead of producing a formal R package?
Otherwise, it's worth its SLOC in gold.
__
R-help
Is there anyway to import data from Yahoo into R and to have it adjusted for
share splits / dividend payouts (corporate actions)? I can currently import
data into R but the price series is not adjusted
--
View this message in context:
http://www.nabble.com/Yahoo-data-feed-in-R---Corporate-Action
Hi R,
Can I convert ISIN numbers into Bloomberg tickers in the RBloomberg
package?
BR, Shubha
[[alternative HTML version deleted]]
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PLEASE do read the post
On 14-Sep-07 09:22:36, S Ellison wrote:
> Being a chemist, I have to confess that I can't always tell
> that what I'm about to attempt is barking, trivial, uninteresting
> or better done a completely different way; myself, I'd rather be
> warned too often than left to dig my own pit and fall into i
Hello list I'M new
I need help about print to file
How i can Print more table in a file (in append)
using xtable and print functions?
Tanks
Alessandra
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PLEASE do read
> -Original Message-
> From: [EMAIL PROTECTED]
> [mailto:[EMAIL PROTECTED] On Behalf Of Gabor Csardi
> Sent: Friday, September 14, 2007 2:56 AM
> To: S Ellison
> Cc: [EMAIL PROTECTED]
> Subject: Re: [R] replace NA value with 0
I nominate the following paragraph for the fortunes packag
I would suggest doing an F-test.A descrition is given here:
http://www.graphpad.com/curvefit/2_models__1_dataset.htm.
The method is valid becasue one of your models is a subset of another.
Correct use of the anova function does indeed perform this test.
For example:
data(airquality)
lm1<-l
Dear list,
I am interested in comparing two linear regression models to see if
including one extra variable improves the model significantly. I have
read that one possibility is doing an F test on the goodness-of-fit
values for both models, and another option that is comparing the
residuals o
Use rbind:
d <- c(14,21)
b <- rbind(d, b)
CH
On 14.09.2007, at 16:15, Alfredo Alessandrini wrote:
> Hi,
>
> If I've a dataframe like this:
>
> a <- data.frame(a=c(14,21,14,4), b=c(21,45,23,11))
>
> print(a)
>
>a b
> 1 14 21
> 2 21 45
> 3 14 23
> 4 4 11
>
> I can delete the first row wit
Hi,
If I've a dataframe like this:
a <- data.frame(a=c(14,21,14,4), b=c(21,45,23,11))
print(a)
a b
1 14 21
2 21 45
3 14 23
4 4 11
I can delete the first row with:
b = a[-(1),]
print (b)
a b
2 21 45
3 14 23
4 4 11
Now, can I add to dataframe b the row that I've deleded?
print (b)
Am 14.09.2007 um 15:54 schrieb Petr PIKAL:
>> Petr PIKAL wrote:
>>> Hi
>>>
>>> [EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
>>>
>>>
Birgit Lemcke wrote:
> Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
>
>
>> S Ellison wrote:
>>
>> Peter Dalgaard <[EMAIL
> Petr PIKAL wrote:
> > Hi
> >
> > [EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
> >
> >
> >> Birgit Lemcke wrote:
> >>
> >>> Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
> >>>
> >>>
> S Ellison wrote:
>
> Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16
>>>
> >>
Am 14.09.2007 um 14:27 schrieb Peter Dalgaard:
> Petr PIKAL wrote:
>> Hi
>>
>> [EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
>>
>>
>>> Birgit Lemcke wrote:
>>>
Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
> S Ellison wrote:
>
> Peter Dalgaard <[EMAIL PROTECTED
Am 14.09.2007 um 14:12 schrieb Petr PIKAL:
> Hi
>
> [EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
>
>> Birgit Lemcke wrote:
>>>
>>> Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
>>>
S Ellison wrote:
>
Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007
09:26:16 >>>
>>>
You might want to look at the lrm function in the Design package as an
alternative to the standard tools.
On 9/14/07, [EMAIL PROTECTED] <[EMAIL PROTECTED]> wrote:
>
> Google search "Logistic Regression using R"
>
> There are loads of good links here. Basically you use a generalized linear
> model
Sorry, try this instead. It creates a data frame of 3 columns in which
each column equals RQ[,1] except it has NAs where the columns of RQ[-1]
has NAs. Perform the quantile operation on that.
sapply(sign(RQ[-1]) * RQ[,1], quantile, probs = c(0, .05, .95, 1), na.rm = TRUE)
On 9/14/07, Gabor Gro
On 9/12/07, Uwe Ligges <[EMAIL PROTECTED]> wrote:
>
> Flags should be
>--with-blas="-L/usr/local/atlas/lib -lf77blas -latlas"
That worked. Thanks.
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PLEASE do read the p
I think this does what you want:
> RQ
A B1 B2 B3
11 NA 112 12
22 NA 123 123
33 NA 324 13
44 3 21 535
55 4 12 33
66 7 1 335
77 4 NA 3535
88 4 NA NA
99 NA NA NA
10 10 5 NA NA
11 12 4 NA NA
12 15 2 NA NA
13 17 3 NA
Petr PIKAL wrote:
> Hi
>
> [EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
>
>
>> Birgit Lemcke wrote:
>>
>>> Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
>>>
>>>
S Ellison wrote:
Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
>>> Ted Harding <[EMAIL PROTECTED]> 14/09/2007 10:59:47 >>>
>On the contrary! It adds to our "collective wisdom".
>
>We all have to suck eggs, and usually can successfully perform the act.
Ted,
Thanks for the kind remarks.
But we'll have to get off the egg topic, or we'll all end up as acknowl
Try this:
sapply(RQ[-1], quantile, probs = c(0, .05, .95, 1), na.rm = TRUE)
On 9/14/07, Anders Bjørgesæter <[EMAIL PROTECTED]> wrote:
> Hi
>
> I have a dataframe, RQ, like this:
>
> AB1B2B3
> 1NA11212
> 2NA123 123
> 3NA32413
> 43 21535
>
Hi
[EMAIL PROTECTED] napsal dne 14.09.2007 13:50:58:
> Birgit Lemcke wrote:
> >
> > Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
> >
> >> S Ellison wrote:
> >>>
> >> Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
> >>
> >>>
> >> Yes, but
> >>
> >> I don't think lme(
I am trying to explore nlmer by running some nlme examples from Pinheiro
& Bates (2000). I do not seem to find information how to specify fixed
effects covariates to nlmer models. Specifically, I tried to run the
"Carbon Dioxide Uptake" example from p. 368 onwards in the PB200 book.
The model witho
Birgit Lemcke wrote:
>
> Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
>
>> S Ellison wrote:
>>>
>> Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
>>
> So what can I do now to solve my problem?
>
> Do you think I should not use paired=TRUE?
>
You *can* only
I worked it out. It wasn't actually the write.csv command - it was the fact
that I wasn't putting "as.is" in the read.csv that was corrupting the
process
Xavier Abulker wrote:
>
> This example works fine:
>
> test<-matrix(c(1,2,'VOICIUNPETITTES',3),ncol=2,nrow=2)
> write.cs
Hi
I have a dataframe, RQ, like this:
AB1B2B3
1NA11212
2NA123 123
3NA32413
43 21535
54 1233
67 1 335
74 NA3535
84 NANA
9NANANA
105NANA
124NANA
152N
Not sure what you mean by "group index" but try:
lapply(df.s,function(l){l$x})
or something like:
do.call("rbind",df.s)
to convert the result into a data.frame.
Regards
Wayne
-Original Message-
From: [EMAIL PROTECTED]
[mailto:[EMAIL PROTECTED] Behalf Of Rick DeShon
Sent: 14 Sept
I tried the same operations, and got
trying URL
'http://chart.yahoo.com/table.csv?s=^spx&a=0&b=02&c=1991&d=8&e=13&f=2007&g=d&q=q&y=0&z=^spx&x=.csv'
Error in download.file(url, destfile, method = method, quiet = quiet) :
cannot open URL
'http://chart.yahoo.com/table.csv?s=^spx&a=0&b=02&c=
Am 14.09.2007 um 12:05 schrieb Peter Dalgaard:
> S Ellison wrote:
>>
> Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
>
So what can I do now to solve my problem?
Do you think I should not use paired=TRUE?
>>> You *can* only use it when you have pairs, and y
Did not completely understand what is a 'group index',
but to remove any element from a list or a matrix, or a vector or a data
frame you could use the negative index.
For example,
> df.s[-c(1:3)]
$`3`
gx
1 3 3.916503
12 3 1.435718
24 3 2.252151
> df.s[-c(1:3)][[1]][-1]
Hello,
I was trying to use get.hist.quote in tseries, and got a segfault:
-8<---
> library(tseries)
Loading required package: quadprog
Loading required package: zoo
'tseries' version: 0.10-6
'tseries' is a package for time series analysis and computation
In the following example, how can I drop the group index from the list after
I perform a split?
n <- 3
nn <- 10
g <- factor(round(n * runif(n * nn)))
x <- rnorm(n * nn) + sqrt(as.numeric(g))
df<- data.frame(g,x)
df.s <- split(df,g)
Thanks!
Rick DeShon
[[alternative HTML
On Fri, 2007-09-14 at 11:24 +0100, Robin Hankin wrote:
> Hi Gavin
>
> thanks for that. . . it does 99% of what I wanted.
> I'd forgotten about the na.print argument.
>
> It's considerably nicer than my other solution
> which converted to character, then jj[is.na(jj)] <- "-"
> then noquote(jj).
>
Hi Gavin
thanks for that. . . it does 99% of what I wanted.
I'd forgotten about the na.print argument.
It's considerably nicer than my other solution
which converted to character, then jj[is.na(jj)] <- "-"
then noquote(jj).
But sometimes I just need nice LaTeX tables
and I can't think of a way
S Ellison wrote:
>
Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
>>> So what can I do now to solve my problem?
>>>
>>> Do you think I should not use paired=TRUE?
>>>
>> You *can* only use it when you have pairs, and you must do it then, to
>> correct for in
Google search "Logistic Regression using R"
There are loads of good links here. Basically you use a generalized linear
model.
Look up ?glm
Regards
Wayne
-Original Message-
From: [EMAIL PROTECTED]
[mailto:[EMAIL PROTECTED] Behalf Of martin pareja
Sent: 13 September 2007 16:33
To: r-he
On 14/9/07 3:00 AM, David Afshartous wrote:
> I've just switched to running R 2.5.1 on a Mac 0S X 10.4.1 platform. I
> can't seem to find how to run simultaneous R sessions. Didn't see anything
> in the archives on this or under the R file menu.
I've switched to Mac OS X recently too (10.4.10)
>>> Peter Dalgaard <[EMAIL PROTECTED]> 14/09/2007 09:26:16 >>>
>> So what can I do now to solve my problem?
>>
>> Do you think I should not use paired=TRUE?
>You *can* only use it when you have pairs, and you must do it then, to
>correct for intra-pair correlation. The drawback is that it looks o
On Fri, Sep 14, 2007 at 10:22:36AM +0100, S Ellison wrote:
[...]
> knee-jerk. Apologies if I'm teaching egg-sucking to an expert.
No apologies please. As i said I _like_ it. Thanks :)
G
> S
>
> ***
> This email and any attachment
>>On Fri, Sep 14, 2007 at 09:46:57AM +0100, S Ellison wrote:
>>
>>... only you probably shouldn't be doing that at all. Words like 'bias'
>>spring to mind...
>>
>> Woudn't it be better to accept the NA's and find methods that handle them as
>> genuinely missing.
>> R is usually quite good at
Am 14.09.2007 um 10:26 schrieb Peter Dalgaard:
> Birgit Lemcke wrote:
>> Thanks for your answer.
>>
>> First I will show you both vectors:
>> [...]
>>
>> I tried this (complete.cases(Fem66, Mal66)) and you are right, it
>> gives me back:
>>
>> (complete.cases(Fem66, Mal66))
>> [1] FALSE FALSE
On Fri, Sep 14, 2007 at 09:46:57AM +0100, S Ellison wrote:
>
>
> >>> Gabor Csardi <[EMAIL PROTECTED]> 14/09/2007 09:27:03 >>>
> >x[ is.na(x) ] <- 0
> >
> >should work in most cases i think.
>
> ... only you probably shouldn't be doing that at all. Words like 'bias'
> spring to mind...
>
> Woud
On Fri, 2007-09-14 at 09:34 +0100, Robin Hankin wrote:
> Hello everyone
>
>
> I am preparing a document using Sweave in which I want my matrices
> to appear as tables. I am running into problems because as my
> Rnw files stand, I have to change table entries twice, once for
> the matrix and onc
>>> Gabor Csardi <[EMAIL PROTECTED]> 14/09/2007 09:27:03 >>>
>x[ is.na(x) ] <- 0
>
>should work in most cases i think.
... only you probably shouldn't be doing that at all. Words like 'bias' spring
to mind...
Woudn't it be better to accept the NA's and find methods that handle them as
genuine
Hello Mark,
in addition and complementing the already provided answers to your
question. You want to consider the J-test, too. For an outline and the
pitfalls of this test, see:
http://citeseer.ist.psu.edu/cache/papers/cs/24954/http:zSzzSzwww.econ.qu
eensu.cazSzfacultyzSzdavidsonzSzbj4-noam.pdf/b
Hello everyone
I am preparing a document using Sweave in which I want my matrices
to appear as tables. I am running into problems because as my
Rnw files stand, I have to change table entries twice, once for
the matrix and once for the typeset table.
I have lots of material like the following.
x[ is.na(x) ] <- 0
should work in most cases i think.
Gabor
On Fri, Sep 14, 2007 at 10:08:19AM +0200, Alfredo Alessandrini wrote:
> Hi,
>
> how can I replace NA value with 0:
>
> 1991 217 119 103 109 137 202 283 240 146 NA
> 1992 270 174 149 144 166 239 278 237 275 NA
> 1993 146 111 104
Birgit Lemcke wrote:
> Thanks for your answer.
>
> First I will show you both vectors:
> [...]
>
> I tried this (complete.cases(Fem66, Mal66)) and you are right, it
> gives me back:
>
> (complete.cases(Fem66, Mal66))
> [1] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
> FALSE FALS
Hi,
how can I replace NA value with 0:
1991 217 119 103 109 137 202 283 240 146 NA
1992 270 174 149 144 166 239 278 237 275 NA
1993 146 111 104 89 98 131 153 148 175 NA
1994 177 123 146 124 121 200 266 191 240 106
1995 145 98 95 89 95 130 183 161 164 129
1996 145 98 89 90 93 13
Thanks for your answer.
First I will show you both vectors:
Mal66
[1] NA NA NA NA NA NA NA NA NA NA NA NA
NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA
[28] NA NA NA NA NA NA NA NA NA NA NA NA
NA NA NA NA
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