Dear Ben,
not specifically an R-related response, but the best "philosophy" of
defining outliers, as far as I'm concerned, you'll find in Davies
and Gather, "The identification of multiple outliers", JASA 1993.
The idea is that you can only properly define what an outlier is relative
to a r
Hello,
I'm seeking ideas on how to remove outliers from a non-normal distribution
predictor variable. We wish to reset points deemed outliers to a truncated
value that is less extreme. (I've seen many posts requesting outlier removal
systems. It seems like most of the replies center around "why do
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