[R] creating matrices from vectors
iverson at biostat.wisc.edu
Sat Nov 15 17:56:09 CET 2008
James Rudge wrote:
> If I have 4 vectors (a, b, c, and d) each of length 1000, how do I then create 1000 two by two matrices from these vectors, such that:
> myMatrix[i] = matrix(c(a[i],b[i],c[i],d[i]),2)
> Then I'd like to create a single vector containing the largest eigenvalues of each matrix?
> (Sorry I am quite new to R)
> Many thanks,
Something like this might get you started:
## use mapply to construct the matrices, returns list of matrices
m1 <- mapply(function(...) matrix(as.numeric(list(...)), nrow = 2,
byrow = TRUE), a, b, c, d, SIMPLIFY = FALSE)
## apply the eigen function to the list
m2 <- lapply(m1, eigen, only.values = TRUE)
## the largest eigenvalue is in the first slot
sapply(sapply(m2, "[", "values"), "[", 1)
Where a, b, c, d are your vectors. I tried this on a small example,
with vectors of length 10, seemed to work. In general, watch for naming
objects 'c', as that is the name of an important built-in R function.
The apply functions can help a lot in cases like these, see their
respective help pages.
Hope this helps,
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