PomaOutliers | R Documentation |
PomaOutliers
analyses and removes statistical outliers from the data.
PomaOutliers(
data,
method = "euclidean",
type = "median",
coef = 2,
labels = FALSE
)
data |
A |
method |
Character. Indicates the distance measure method to perform MDS. |
type |
Character. Indicates the type of outlier analysis to perform. Options are "median" (default) and "centroid". See |
coef |
Numeric. Indicates the outlier coefficient. Lower values are more sensitive to outliers while higher values are less restrictive about outliers. |
labels |
Logical. Indicates if sample names should to be plotted. |
A list
with the results.
Pol Castellano-Escuder
data("st000336")
# clean outliers
st000336 %>%
PomaImpute() %>%
PomaNorm() %>%
PomaOutliers()
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