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Boris Koch
UME
Commits
07313df4
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07313df4
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1 month ago
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Boris Koch
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man/stats_outlier.Rd
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man/stats_outlier.Rd
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man/stats_outlier.Rd
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07313df4
...
@@ -4,14 +4,16 @@
...
@@ -4,14 +4,16 @@
\alias{stats_outlier}
\alias{stats_outlier}
\title{Outlier detection}
\title{Outlier detection}
\usage{
\usage{
stats_outlier(dt, check_col = "ppm", ...)
stats_outlier(dt, check_col = "ppm",
msg = FALSE,
...)
}
}
\arguments{
\arguments{
\item{dt}{data.table or data.frame}
\item{dt}{data.table or data.frame}
\item{check_col}{Name of column (quoted string) for which outlier detection should be performed}
\item{check_col}{Name of column (quoted string) for which outlier detection should be performed}
\item{...}{zero or more objects which can be coerced to character (and which are pasted together with no separator) or a single condition object.}
\item{msg}{return messages}
\item{...}{zero or more objects that can be coerced to character (and which are pasted together with no separator) or a single condition object.}
}
}
\value{
\value{
Plot
Plot
...
@@ -21,9 +23,5 @@ This function will return a score for potential outlier values (out_score).
...
@@ -21,9 +23,5 @@ This function will return a score for potential outlier values (out_score).
It is based on four consecutive outlier tests, each of which will increase "out_score" by 1 if an outlier was detected.
It is based on four consecutive outlier tests, each of which will increase "out_score" by 1 if an outlier was detected.
The four tests are based on interquartile range (IQR), 2.5 / 97.5 quantile cut-off, Hampel test, Rosner test
The four tests are based on interquartile range (IQR), 2.5 / 97.5 quantile cut-off, Hampel test, Rosner test
If all four tests are True for a value, "out_score" has a value of "4"
If all four tests are True for a value, "out_score" has a value of "4"
}
\examples{
stats_outlier(dt = ume::mf_data_demo, check_col = "ppm")
}
}
\keyword{misc}
\keyword{misc}
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