I'm having a brain-freeze.
This is what I have:
C <- c(C1, C2, C3) # A constant for every row in the data frame
r <- c(r1, r2, r3, r4) # A ratio for every column in the data frame
My data frame looks like this:
1 2 3 4
a 0.7 0.4 NA NA
b NA NA 0.3 NA
c NA 0.6 NA 0.4
I need to fill in the NA's with a multiplication of C and r so that it looks like this:
1 2 3 4
a 0.7 0.4 C1*r3 C1*r4
b C2*r1 C2*r2 0.3 C2*r4
c C3*r1 0.6 C3*r3 0.4
Notice that the multiplication is only done for the NA's and not for numbers that already exist. I know is.na
is used to pick out the NA's, and it's probably just linear algebra, but my brain has quit for the day. Any help would be great.
Thanks.
If mm is your matrix , you can fill missing values like this:
mm[is.na(mm)] <- outer(C,r)[is.na(mm)]
mm <- read.table(text=' 1 2 3 4
a 0.7 0.4 NA NA
b NA NA 0.3 NA
c NA 0.6 NA 0.4')
C <- c(1, 1, 1) # A constant for every row in the data frame
r <- c(2, 2, 2, 2)
mm[is.na(mm)] <- outer(C,r)[is.na(mm)]
# X1 X2 X3 X4
# a 0.7 0.4 2.0 2.0
# b 2.0 2.0 0.3 2.0
# c 2.0 0.6 2.0 0.4
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