how to calculate left kronecker product?
Ugh. So simple! Thanks, Berend.
On 2/23/2013 2:58 PM, Berend Hasselman wrote:
On 23-02-2013, at 20:46, Michael Friendly <friendly at yorku.ca> wrote:
For an application, I have formulas defined in terms of a left Kronecker product of matrices,
A,B, meaning
A \otimes_L B = {A * B[i,j]} -- matrix on the left multiplies each element on the right.
The standard kronecker() function is the right Kronecker product,
A \otimes_R B = {A[i,j] * B} -- matrix on the right multiplies each element on the left.
The example below shows the result of kronecker() and what I want, but
kronecker() is now defined in generic S4 methods, and I can't see
how to use more basic functions to get the result I want. Or, alternatively
how to transform the result of kronecker() to give my wanted.
---- test code ---
A <- matrix(1:4, 2,2, dimnames=list(c("a1", "a2"), c("a1","a2")))
B <- diag(2)
dimnames(B) <- list(c("b1", "b2"), c("b1","b2"))
# standard, right kronecker product: each A[i,j] * B
kronecker(A, B, make.dimnames=TRUE)
# left kronecker product: A * each B[i,j]
wanted <- rbind(
cbind(A * B[1,1], A*B[1,2]),
cbind(A * B[2,1], A*B[2,2]))
rownames(wanted) <- colnames(wanted) <- paste(rep(c("b1", "b2"), each=2), rownames(wanted), sep=":")
wanted
---- R output ----
A <- matrix(1:4, 2,2, dimnames=list(c("a1", "a2"), c("a1","a2")))
B <- diag(2)
dimnames(B) <- list(c("b1", "b2"), c("b1","b2"))
# standard, right kronecker product: each A[i,j] * B
kronecker(A, B, make.dimnames=TRUE)
a1:b1 a1:b2 a2:b1 a2:b2 a1:b1 1 0 3 0 a1:b2 0 1 0 3 a2:b1 2 0 4 0 a2:b2 0 2 0 4
# left kronecker product: A * each B[i,j] wanted <- rbind(
+ cbind(A * B[1,1], A*B[1,2]), + cbind(A * B[2,1], A*B[2,2]))
rownames(wanted) <- colnames(wanted) <- paste(rep(c("b1", "b2"), each=2), rownames(wanted), sep=":")
wanted
b1:a1 b1:a2 b2:a1 b2:a2 b1:a1 1 3 0 0 b1:a2 2 4 0 0 b2:a1 0 0 1 3 b2:a2 0 0 2 4
How about kronecker(B, A, make.dimnames=TRUE) Berend
Michael Friendly Email: friendly AT yorku DOT ca Professor, Psychology Dept. & Chair, Quantitative Methods York University Voice: 416 736-2100 x66249 Fax: 416 736-5814 4700 Keele Street Web: http://www.datavis.ca Toronto, ONT M3J 1P3 CANADA