Learn R Programming

⚠️There's a newer version (2.22.12) of this package.Take me there.

rQCC (version 1.20.7)

Robust Quality Control Chart

Description

Constructs robust quality control chart based on the median or Hodges-Lehmann estimator (location) and the median absolute deviation (MAD) or Shamos estimator (scale). These estimators are all unbiased with a sample of finite size. For more details, see Park, Kim and Wang (2020) . In addition, using this package, the conventional quality control charts such as X-bar, S and R charts are also easily constructed. This work was partially supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (NRF-2017R1A2B4004169).

Copy Link

Version

Install

install.packages('rQCC')

Monthly Downloads

229

Version

1.20.7

License

GPL-2 | GPL-3

Maintainer

Chanseok Park

Last Published

July 5th, 2020

Functions in rQCC (1.20.7)

MAD

Median absolute deviation (MAD)
plot.rcc

Plot robust quality control chart
factors.for.control.chart

Factors for constructing control charts
n.times.eVar

Empirical variances (times n)
finite.sample.breakdown

Finite-sample breakdown point
relative.efficiency

Relative efficiency (RE)
Hodges-Lehmann

Hodges-Lehmann estimate
unbiasing.factor

Finite-sample unbiasing factor
n.times.eBias

Empirical biases (times n)
empirical.variance

Empirical variances of robust estimators
robust.control.chart

Robust quality control chart
Shamos

Shamos estimate