[R] Efficient way for multiplying vectors with a only certain number of rows in a matrix
Henrique Dallazuanna
wwwhsd at gmail.com
Mon Jan 21 02:39:05 CET 2008
Perhaps:
n.obs = 800
n.rowsperobs = 300
n.param = 23
Designmat = matrix(rnorm(n.obs*n.rowsperobs*n.param),ncol=n.param)
Betamat = matrix(rnorm(n.obs*n.param),nrow=n.param)
Design.spl <- split(as.data.frame(Designmat), rep(1:n.obs, each=n.rowsperobs))
res <- sapply(1:ncol(Betamat),
function(x)as.matrix(Design.spl[[x]])%*%Betamat[,x])
On 20/01/2008, Ralph79 <ralph.statistics at gmx.net> wrote:
>
> Dear R-users,
>
> I am working on a problem that I am currently not able to solve efficiently.
> It is about multiplying one column of a matrix with only a certain number of
> rows of another matrix.
>
> Let me illustrate my problem with an example:
>
> n.obs = 800
> n.rowsperobs = 300
> n.param = 23
>
> Designmat = matrix(rnorm(n.obs*n.rowsperobs*n.param),ncol=n.param)
>
> Betamat = matrix(rnorm(n.obs*n.param),nrow=n.param)
>
> In this example, "Designmat" consists of 800*300 rows, meaning that 300 rows
> belong to one of the 800 observations.
>
> Each observation has also one parameter vector, which is one column in the
> "Betamat"-matrix (i.e. Betamat contains the n.obs parameter vectors).
>
> My goal is to multiply the parameter vector of each observation (i.e. the
> respective column in Betamat) with ONLY THOSE ROWS IN DESIGNMAT that belong
> to this observation.
> Applied to the example above: The first column in Betamat has to be
> multiplied with the first 300 rows in Designmat, the second column in
> Betamat has to be multiplied with rows 301 to 600 in Betamat and so on.
> Hence, the result of this operation should be a vector of length 240000.
>
> I can think of solutions implying several loops and/or lapplys, but I guess
> that there might be a much easyer and above all faster solution.
>
> Thank you very much for your help in advance.
>
> --
> View this message in context:
> http://www.nabble.com/Efficient-way-for-multiplying-vectors-with-a-only-certain-number-of-rows-in-a-matrix-tp14988427p14988427.html
> Sent from the R help mailing list archive at Nabble.com.
>
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--
Henrique Dallazuanna
Curitiba-Paraná-Brasil
25° 25' 40" S 49° 16' 22" O
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