FindOutliersSD

dataSeries

coef

<code>FindOutliersSD</code> returns the position of the values
outside the allowed range by a criteria based on the standard deviation,
mean-coef*sd

programming

Absolute homogeneity tests SNHT absolute 1-breaks, 1-break,
SD different from 1, 2-breaks, Buishand, Pettitt, von Neumann ratio and
ratio-rank, Worsley, and Craddock, Relative homogeneity tests SNHT
absolute 1-breaks, 1-break SD different from 1, 2-breaks, Peterson
and Easterling, and Vincent, Differences in scale between two groups Siegel–Tukey,
Create reference time series mean, weights/correlation, finding outliers Grubbs,
ESD, MAD, Tietjen Moore, Hampel, etc.

Jose Gama

climtrends

Statistical Methods for Climate Sciences

FindOutliersSD function

Leys C, Ley C, Klein O, Bernard P, Licata L, 2013
Detecting outliers: Do not use standard deviation around the mean, 
use absolute deviation around the median
Journal of Experimental Social Psychology volume 49, number 4
urlhttp://www.sciencedirect.com/science/article/pii/S0022103113000668

Source

<code>FindOutliersSD</code> returns the position of the values
outside the allowed range by a criteria based on the standard deviation,
mean-coef*sd<x<mean+coef*sd based on the three-sigma rule.


FindOutliersSD: Find outliers based on quantiles

Description

Usage

Arguments

Value

Source

References

Examples