I have two lists and I want make them consistent in terms of NA
. Put NA Whenever there is NA in one of the two lists without changing in anything else in the structure of the list.
set.seed(123)
m1 <- matrix(nrow=2,ncol=2,data=runif(4))
m1[1,1] <- NA
m2 <- matrix(nrow=2,ncol=2,data=runif(4))
m2[1,2] <- NA
lis <- list(m1, m2)
m1 <- matrix(nrow=2,ncol=2,data=runif(4))
m2 <- matrix(nrow=2,ncol=2,data=runif(4))
m2[2,1] <- NA
bis <- list(m1, m2)
I tried this but with no success bis[is.na(lis)]=NA
Desired output:
> lis
[[1]]
[,1] [,2]
[1,] NA 0.9568333
[2,] 0.4566147 0.4533342
[[2]]
[,1] [,2]
[1,] 0.9404673 NA
[2,] 0.0455565 NA
> bis
[[1]]
[,1] [,2]
[1,] NA 0.9568333
[2,] 0.4566147 0.4533342
[[2]]
[,1] [,2]
[1,] 0.6775706 NA
[2,] 0.5726334 NA
Using Map
to create a list of matrices with the NA
positions as NA
:
naposmtx <- Map(function(mtx1, mtx2){
nasmtx <- mtx1 + mtx2 # because NA + non-NA = NA
nasmtx[!is.na(nasmtx)] <- 0
nasmtx
}, lis, bis)
Then:
lis <- Map(`+`, lis, naposmtx)
bis <- Map(`+`, bis, naposmtx)
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With