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mdatools (version 0.9.4)

plotExtreme.simca: Shows extreme plot for SIMCA model

Description

The plot shows the number of extreme objects rejected by the model vs. the expected number, which depends on significance level and total number of objects. The light blue area shows 95 tolerance limits. See more details in [1].

Usage

# S3 method for simca
plotExtreme(obj, ncomp = NULL, main = NULL,
  xlab = "Expected", ylab = "Observed", ...)

Arguments

obj

SIMCA model

ncomp

Number of components to show the plot for

main

main title for the plot

xlab

label for x axis

ylab

label for y axis

...

other arguments

References

1. A.L. Pomerantsev, O.Ye. Rodionova, Concept and role of extreme objects in PCA/SIMCA, Journal of Chemometrics, 28 (2014) pp. 429-438.