Hi all,
I am trying to list all the 4 by 2 tables with some fixed margins.
For example, consider 4 by 2 tables with row margins 1,2,2,1 and
column margins 3,3. I was able to do it using the code below. However,
as seen below, I had to first count the total number of tables with
the specific row margins and column margins in order to create space
to store the tables.
Is there a way to skip the step of counting the number of tables?
Also, wanted to avoid for loops as much as possible since it can be
extremely slow and inefficient.
Thanks so much in advance for you insight and help.
Hanna
library(gtools)
A <- permutations(n=4,r=2,v=0:3, repeats.allowed=TRUE)
B <- apply(A, 1, sum)
rmg <- c(1,2,2,1)
cmg <- c(3,3)
m1 <- t(A[which(B==1),])
m2 <- t(A[which(B==2),])
m3 <- t(A[which(B==2),])
##count number of tables with row margins 1,2,2,1 and column margins 3,3.
num <- 0
for (i in 1:ncol(m1)){
+ for (j in 1:ncol(m2)){
+ for (k in 1:ncol(m3)){
+ M <- t(cbind(m1[,i], m2[,j], m3[,k]))
+ M1 <- rbind(M, cmg-apply(M,2,sum))
+ num <- num+(sum(M1[4,] < 0) == 0)
+ }}}
#create space to store the tables
C <- array(NA, dim=c(4,2,num))
# list all the tables with fixed margins
num <- 0
for (i in 1:ncol(m1)){
+ for (j in 1:ncol(m2)){
+ for (k in 1:ncol(m3)){
+ M <- t(cbind(m1[,i], m2[,j], m3[,k]))
+ M1 <- rbind(M,cmg-apply(M,2,sum))
+ if (sum(M1[4,] < 0) == 0) {
+ num <- num+1
+ C[,,num] <- M1
+ }
+ }}}
C
, , 1
[,1] [,2]
[1,] 0 1
[2,] 0 2
[3,] 2 0
[4,] 1 0
, , 2
[,1] [,2]
[1,] 0 1
[2,] 1 1
[3,] 1 1
[4,] 1 0
, , 3
[,1] [,2]
[1,] 0 1
[2,] 1 1
[3,] 2 0
[4,] 0 1
, , 4
[,1] [,2]
[1,] 0 1
[2,] 2 0
[3,] 0 2
[4,] 1 0
, , 5
[,1] [,2]
[1,] 0 1
[2,] 2 0
[3,] 1 1
[4,] 0 1
, , 6
[,1] [,2]
[1,] 1 0
[2,] 0 2
[3,] 1 1
[4,] 1 0
, , 7
[,1] [,2]
[1,] 1 0
[2,] 0 2
[3,] 2 0
[4,] 0 1
, , 8
[,1] [,2]
[1,] 1 0
[2,] 1 1
[3,] 0 2
[4,] 1 0
, , 9
[,1] [,2]
[1,] 1 0
[2,] 1 1
[3,] 1 1
[4,] 0 1
, , 10
[,1] [,2]
[1,] 1 0
[2,] 2 0
[3,] 0 2
[4,] 0 1
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