adamethods: outl_toler – R documentation

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outl_toler

Tolerance outliers

Description

Outliers according to a tolerance interval. This function is used by the archetypoid algorithms to identify the outliers. See the function nptol.int in package tolerance.

Usage

outl_toler(p_tol = 0.95, resid_vect, alpha = 0.05)

Arguments

`p_tol`	The proportion of observations to be covered by this tolerance interval.
`resid_vect`	Vector of n residuals, where n was the number of rows of the data matrix.
`alpha`	Significance level.

Value

Vector with the outliers.

Author(s)

Guillermo Vinue

References

Young, D., tolerance: An R package for estimating tolerance intervals, 2010. Journal of Statistical Software, 36(5), 1-39, https://doi.org/10.18637/jss.v036.i05

Examples

outl_toler(0.95, 1:100, 0.05)

adamethods

Archetypoid Algorithms and Anomaly Detection

v1.2.1

GPL (>= 2)

Authors

Guillermo Vinue, Irene Epifanio

Initial release

2020-08-04