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spc (version 0.4.0)

Statistical Process Control

Description

Evaluation of control charts by means of the zero-state, steady-state ARL (Average Run Length). Setting up control charts for given in-control ARL and plotting of the related figures. The control charts under consideration are one- and two-sided EWMA, CUSUM, and Shiryaev-Roberts schemes for monitoring the mean of normally distributed independent data. Now, the ARL calculation of the same set of schemes under drift are added. Other charts and parameters are in preparation. Further SPC areas will be covered as well (sampling plans, capability indices ...).

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Version

Install

install.packages('spc')

Monthly Downloads

696

Version

0.4.0

License

GPL

Maintainer

Sven Knoth

Last Published

February 28th, 2011

Functions in spc (0.4.0)

sewma.arl

Compute ARLs of EWMA control charts (variance charts)
xcusum.arl

Compute ARLs of CUSUM control charts
xDgrsr.arl

Compute ARLs of Shiryaev-Roberts schemes under drift
xcusum.crit

Compute decision intervals of CUSUM control charts
xewma.arl

Compute ARLs of EWMA control charts
xDshewhartrunsrules.arl

Compute ARLs of Shewhart control charts with and without runs rules under drift
xcusum.ad

Compute steady-state ARLs of CUSUM control charts
tol.lim.fac

Two-sided tolerance limit factors
xewma.q

Compute RL quantiles of EWMA control charts
xsewma.crit

Compute critical values of simultaneous EWMA control charts (mean and variance charts)
xsewma.arl

Compute ARLs of simultaneous EWMA control charts (mean and variance charts)
xgrsr.crit

Compute alarm thresholds for Shiryaev-Roberts schemes
xDcusum.arl

Compute ARLs of CUSUM control charts under drift
x.res.ewma.arl

Compute ARLs of EWMA residual control charts
xewma.crit

Compute critical values of EWMA control charts
xewma.ad

Compute steady-state ARLs of EWMA control charts
xgrsr.arl

Compute (zero-state) ARLs of Shiryaev-Roberts schemes
xcusum.crit.L0h

Compute the CUSUM reference value k for give in-control ARL and threshold h
xshewhartrunsrules.arl

Compute ARLs of Shewhart control charts with and without runs rules
xcusum.crit.L0L1

Compute the CUSUM k and h for given in-control ARL L0 and out-of-control L1
sewma.crit

Compute critical values of EWMA control charts (variance charts)
xgrsr.ad

Compute steady-state ARLs of Shiryaev-Roberts schemes
xDewma.arl

Compute ARLs of EWMA control charts under drift