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How to create a matrix of lists in R?

What i want to have is a matrix in which each element is a list itself. See the following example:

1       2       3
1  1,2,4  1,2      1
2  Null   3,4,5,6  1,3  

I saw this post, and tried the following but got an error :

 b <- array()
 b[j, i, ] <- A[i]

where A is a vector itself. The error was:

 Error in b[j, i, ] <- A[i] : incorrect number of subscripts

How should I define and access each element of the matrix and each element of the contained lists?

Update1 :

b<-matrix(list(),nrow = length(d), ncol =length(c))

Error in b[j, i] <- A[i] : replacement has length zero

I want to specify that each element is a list and then try to fill it with various list with different length from zero to n.

Update2 :

 running what @BondedDust commented :
 b<-matrix(rep(list(),(c*d)),,nrow = length(d), ncol =length(c))
 Erorr in b[[j*nrow(b)+i]] <- A[i] : attempt to select less than one element

A :

A[1]<-c(3)     F[[1]]<-numeric(0)   E[[1]]<-numeric(0)
A[2]<-c(1)     F[2]<-c(1)           E[2]<-c(1)
A[3]<-c(1)     F[3]<-c(2)           E[[3]]<-numeric(0)
A[[4]]<-c(1,3) F[[4]]<-numeric(0)   E[[4]]<-numeric(0)
A[5]<-c(4)     F[5]<-c(4)           E[5]<-c(4)

A :values of row 1 , F:row 2 and E :row 3. ( 5 column )

this data is not in this form and is not stored any where,they are the output of another function (there is function in the place of A[i]).the data just show what dose A look likes reproducibly and therefore shows the position in the matrix and gives back the error in update2.A[4] is the element of column 4 row 2.

like image 658
academic.user Avatar asked May 02 '15 21:05

academic.user


1 Answers

This builds that matrix although the print method does not display it in the manner you imagined:

 matrix( list(c(1,2,4), c(NULL), c(1,2), c(3,4,5,6), c(1), c(1,3)), 2,3)
 #---------
     [,1]      [,2]      [,3]     
[1,] Numeric,3 Numeric,2 1        
[2,] NULL      Numeric,4 Numeric,2

Inspect the first element:

> Mlist <- matrix( list(c(1,2,4), c(NULL), c(1,2), c(3,4,5,6), c(1), c(1,3)), 2,3)
> Mlist[1,1]
[[1]]
[1] 1 2 4

> is.matrix(Mlist)
[1] TRUE
> class( Mlist[1,1] )
[1] "list"

Demonstration of creating "matrix of lists" from a list:

> will.become.a.matrix <- list(c(1,2,4), c(NULL), c(1,2), c(3,4,5,6), c(1), c(1,3))
> is.matrix(will.become.a.matrix)
[1] FALSE
> dim(will.become.a.matrix) <- c(2,3)
> is.matrix(will.become.a.matrix)
[1] TRUE
> dim(will.become.a.matrix)
[1] 2 3
> class(will.become.a.matrix[1,1])
[1] "list"

Further requested demonstration:

 A<- list(); F=list() E=list()
 A[1]<-c(3) ;  F[[1]]<-numeric(0);  E[[1]]<-numeric(0)
 A[2]<-c(1) ;  F[2]<-c(1)   ;        E[2]<-c(1)
 A[3]<-c(1) ;  F[3]<-c(2)  ;         E[[3]]<-numeric(0)
 A[[4]]<-list(1,3) ;F[[4]]<-numeric(0) ; E[[4]]<-numeric(0)
 A[5]<-c(4) ; F[5]<-c(4)       ;    E[5]<-c(4)
 Mlist= c(A,F,E)
 M <- matrix(Mlist, length(A), 3)
#=====================================
> M
     [,1]   [,2]      [,3]     
[1,] 3      Numeric,0 Numeric,0
[2,] 1      1         1        
[3,] 1      2         Numeric,0
[4,] List,2 Numeric,0 Numeric,0
[5,] 4      4         4        

You asked (in comments) "....is there a way to define number of column and rows , but not the element itself because they are unknown?"

Answered (initially in comments)

b<-matrix(rep(list(), 6),nrow = 2, ncol =3) 
#.... then replace the NULL items with values. 
# Need to use "[[": for assignment (which your 'Update 1' did not 
# ....and your Update2 only did for some but not all of the assignments.)

b[[1]] <- c(1,2,3,4) 
like image 71
IRTFM Avatar answered Oct 22 '22 07:10

IRTFM