I have two data frames where I want to run this code. Both data frames are of the same size. psd.csv
has some values that are blanks.
The objective is that I want NA
to remain as NA
in the data frame nmsd
too.
This code is showing the following error :
Error in
if (psd[i, j] == "NA") nmsd[i, j] = psd[i, j] else if (psd[i, : missing value where TRUE/FALSE needed
for(j in 1:500){
for(i in 1:3418){
if(psd[i,j]=="NA")
nmsd[i,j] = psd[i,j]
else if(psd[i,j]>=0 && psd[i,j]<=0.3)
nmsd[i,j]=psd[i,j]+0.3*(1-psd[i,j])
else if(psd[i,j]>0.3 && psd[i,j]<=0.4)
nmsd[i,j]=psd[i,j]+0.1*(1-psd[i,j])
else if(psd[i,j]>0.4 && psd[i,j]<=0.6)
nmsd[i,j]=psd[i,j]+0.2*(1-psd[i,j])
else if(psd[i,j]>0.6 && psd[i,j]<=0.9)
nmsd[i,j]=psd[i,j]+0.3*(1-psd[i,j])
else(psd[i,j]>0.9 && psd[i,j]<=1)
nmsd[i,j]=psd[i,j]+0.1*(1-psd[i,j])
}
}
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