[R] find and remove outlier
Methekar, Pushpa (GE Transportation, Non-GE)
pushpa.methekar at ge.com
Mon Jan 5 13:20:15 CET 2015
Hi, this is my function to find rstudent of model which will give me outlier
But I wonder if I could find out the exact no. of outlier in data set.
Like outlierTest() does from car package .
rm.outliers = function(dataset,model){
dataset$rstudent = rstudent(model)
for(i in 1:length(dataset$rstudent)){
if(dataset$rstudent[i]>=-3 & dataset$rstudent[i]<=3)
{print(dataset$rstudent[i])}
else { print("this is an outlier")
library(car)
print(outlierTest(model,n.max=1, order=TRUE) ) }
i<-i+1
}
}
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