I am trying to loop through a matrix and change cell values to NA if the cell in the prior column is NA.
Its a big matrix with 9 cols and 57772 rows. Tried different for for loops but I can't seem to get it right.
In short, this Matrix.
m <- structure(c("X","X","X","X","X","X", NA, "X", "X", NA, NA, "X", "X", NA, NA, "X", "X",
NA, NA, NA, "X", NA, NA, NA, "X"), .Dim = c(5L, 5L), .Dimnames = list(
NULL, c("1", "2", "3", "4","5")))
should become this
1 2 3 4 5
[1,] "X" "X" NA NA NA
[2,] "X" NA NA NA NA
[3,] "X" "X" "X" NA NA
[4,] "X" "X" NA NA NA
[5,] "X" NA NA NA NA
But with this loop
for(j in ncol(m):2) m[, j] <- ifelse(is.na(m[, j-1]), NA, m[, j])
it only becomes this
1 2 3 4 5
[1,] "X" "X" NA NA "X"
[2,] "X" NA NA "X" NA
[3,] "X" "X" "X" NA NA
[4,] "X" "X" NA NA NA
[5,] "X" NA NA NA NA
A simple loop should suffice here.
for(j in 2:ncol(m) m[, j] <- ifelse(is.na(m[, j-1]), NA, m[, j])
giving:
1 2 3 4 5
[1,] "X" "X" NA NA NA
[2,] "X" NA NA NA NA
[3,] "X" "X" "X" NA NA
[4,] "X" "X" NA NA NA
[5,] "X" NA NA NA NA
The input in reproducible form is:
m <- structure(c(NA, NA, "X", NA, NA, NA, NA, "X", NA, NA, NA, NA,
NA, NA, NA, NA, NA, NA, NA, "X"), .Dim = c(5L, 4L), .Dimnames = list(
NULL, c("1", "2", "3", "4")))
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