[R] Selecting section of matrix
mdvaan
mathijsdevaan at gmail.com
Wed Aug 17 17:11:09 CEST 2011
That worked great, thanks! Now that I have created list h (see below), I
would like to use the selections made in h to make new selections in list c
(see below). List c needs to get the exact same shape as h, so that `8026`in
1997 (c$`1997`$`8026`) looks like this:
$`1997`$`8026`
B
B 8025 8026 8029
8025 1.0000000 0.7739527 0.9656091
8026 0.7739527 1.0000000 0.7202771
8029 0.9656091 0.7202771 1.0000000
Thank you very much for your help!
library(zoo)
DF1 = data.frame(read.table(textConnection(" B C D E F G
8025 1995 0 4 1 2
8025 1997 1 1 3 4
8026 1995 0 7 0 0
8026 1996 1 2 3 0
8026 1997 1 2 3 1
8026 1998 6 0 0 4
8026 1999 3 7 0 3
8027 1997 1 2 3 9
8027 1998 1 2 3 1
8027 1999 6 0 0 2
8028 1999 3 7 0 0
8029 1995 0 2 3 3
8029 1998 1 2 3 2
8029 1999 6 0 0 1"),head=TRUE,stringsAsFactors=FALSE))
a <- read.zoo(DF1, split = 1, index = 2, FUN = identity)
sum.na <- function(x) if (any(!is.na(x))) sum(x, na.rm = TRUE) else NA
b <- rollapply(a, 3, sum.na, align = "right", partial = TRUE)
newDF <- lapply(1:nrow(b), function(i)
prop.table(na.omit(matrix(b[i,], nc = 4, byrow = TRUE,
dimnames = list(unique(DF1$B), names(DF1)[-1:-2]))), 1))
names(newDF) <- time(a)
c<-lapply(newDF, function(mat) tcrossprod(mat / sqrt(rowSums(mat^2))))
DF2 = data.frame(read.table(textConnection(" A B C
80 8025 1995
80 8026 1995
80 8029 1995
81 8026 1996
82 8025 1997
82 8026 1997
83 8025 1997
83 8027 1997
90 8026 1998
90 8027 1998
90 8029 1998
84 8026 1999
84 8027 1999
85 8028 1999
85 8029 1999"),head=TRUE,stringsAsFactors=FALSE))
e <- function(y) crossprod(table(DF2[DF2$C %in% y, 1:2]))
years <- sort(unique(DF2$C))
f <- as.data.frame(embed(years, 3))
g<-lapply(split(f, f[, 1]), e)
h<-lapply(g, function (x) ifelse(x>0,1,0))
years<-c(1997:1999)
for (t in 1:length(years))
{
year=as.character(years[t])
h[[year]]<-sapply(colnames(h[[year]]), function(var)
h[[year]][h[[year]][,var]>0, h[[year]][var,]>0])
}
David Winsemius wrote:
>
> On Aug 15, 2011, at 6:09 AM, mdvaan wrote:
>
>> Hi,
>>
>> I have a question concerning the selection of data. Let's say that
>> given
>> list h created below, I would like to select a section of the 1999
>> matrix.
>> For a case (rownames and colnames) I would like to select the cells
>> that
>> have a value > 0. So for case 8025
>>
>> 8025 8026 8027
>> 8025 1 1 1
>> 8026 1 1 1
>> 8027 1 1 1
>>
> > tst <- h$`1999`
> > tst[tst[,"8025"]>0, tst["8025",]>0]
> B
> B 8025 8026 8027
> 8025 1 1 1
> 8026 1 1 1
> 8027 1 1 1
>
>
>>
>> And for case 8028
>>
>> 8028 8029
>> 8028 1 1
>> 8029 1 1
>
> > tst[tst[,"8028"]>0, tst["8028",]>0]
> B
> B 8028 8029
> 8028 1 1
> 8029 1 1
>
> And to do it programmatically:
>
> sapply( colnames(tst), function(var) tst[tst[,var]>0, tst[var,]>0])
>
> --
> David.
>>
>>
>>
>> DF2 = data.frame(read.table(textConnection(" A B C
>> 80 8025 1995
>> 80 8026 1995
>> 80 8029 1995
>> 81 8026 1996
>> 82 8025 1997
>> 82 8026 1997
>> 83 8025 1997
>> 83 8027 1997
>> 90 8026 1998
>> 90 8027 1998
>> 90 8029 1998
>> 84 8026 1999
>> 84 8027 1999
>> 85 8028 1999
>> 85 8029 1999"),head=TRUE,stringsAsFactors=FALSE))
>>
>> e <- function(y) crossprod(table(DF2[DF2$C %in% y, 1:2]))
>> years <- sort(unique(DF2$C))
>> f <- as.data.frame(embed(years, 3))
>> g<-lapply(split(f, f[, 1]), e)
>> h<-lapply(g, function (x) ifelse(x>0,1,0))# These are the adjacency
>> matrices
>> per year
>> h
>>
>> Thanks very much!
>>
>> --
>> View this message in context:
>> http://r.789695.n4.nabble.com/Selecting-section-of-matrix-tp3744570p3744570.html
>> Sent from the R help mailing list archive at Nabble.com.
>>
>> ______________________________________________
>> R-help at r-project.org mailing list
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>
> David Winsemius, MD
> Heritage Laboratories
> West Hartford, CT
>
> ______________________________________________
> R-help at r-project.org mailing list
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
> http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>
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