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spc  

Statistical Process Control – Calculation of ARL and Other Control Chart Performance Measures
View on CRAN: Click here


Download and install spc package within the R console
Install from CRAN:
install.packages("spc")

Install from Github:
library("remotes")
install_github("cran/spc")

Install by package version:
library("remotes")
install_version("spc", "0.7.1")



Attach the package and use:
library("spc")
Maintained by
Sven Knoth
[Scholar Profile | Author Map]
First Published: 2004-05-27
Latest Update: 2022-10-24
Description:
Evaluation of control charts by means of the zero-state, steady-state ARL (Average Run Length) and RL quantiles. Setting up control charts for given in-control ARL. The control charts under consideration are one- and two-sided EWMA, CUSUM, and Shiryaev-Roberts schemes for monitoring the mean or variance of normally distributed independent data. ARL calculation of the same set of schemes under drift (in the mean) are added. Eventually, all ARL measures for the multivariate EWMA (MEWMA) are provided.
How to cite:
Sven Knoth (2004). spc: Statistical Process Control – Calculation of ARL and Other Control Chart Performance Measures. R package version 0.7.1, https://cran.r-project.org/web/packages/spc. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1 (2004-05-27 07:01), 0.2.1 (2009-05-13 21:29), 0.2 (2006-09-30 21:10), 0.3 (2009-05-13 21:27), 0.4.0 (2011-02-28 13:53), 0.4.1 (2012-10-29 08:59), 0.4.2 (2012-11-02 16:12), 0.5.0 (2014-02-04 00:07), 0.5.1 (2015-05-18 22:40), 0.5.2 (2015-11-01 18:20), 0.5.3 (2016-02-08 13:38), 0.5.4 (2017-10-05 17:16), 0.6.0 (2018-04-12 18:05), 0.6.1 (2019-06-19 19:50), 0.6.2 (2019-10-11 06:30), 0.6.3 (2019-10-27 10:10), 0.6.4 (2020-05-18 19:20), 0.6.5 (2021-03-02 13:00), 0.6.6 (2022-03-17 13:30), 0.6.7 (2022-10-24 14:30), 0.6.8 (2024-04-24 09:40)
Other packages that cited spc R package
View spc citation profile
Other R packages that spc depends, imports, suggests or enhances
Complete documentation for spc
Functions, R codes and Examples using the spc R package
Some associated functions: dphat . euklid.ewma.arl . imr.RuRl_alone . imr.arl . lns2ewma.crit . lns2sewma.arl . mewma.arl . mewma.crit . mewma.psi . p.ewma.arl . phat.ewma.arl . pois.crit.L0L1 . pois.cusum.arl . pois.cusum.crit . pois.ewma.ad . pois.ewma.arl . pois.ewma.crit . quadrature.nodes.weights . scusum.arl . scusum.crit . scusums.arl . sewma.arl . sewma.arl.prerun . sewma.crit . sewma.crit.prerun . sewma.q . sewma.q.prerun . sewma.sf . sewma.sf.prerun . tewma.arl . tol.lim.fact . xDcusum.arl . xDewma.arl . xDgrsr.arl . xDshewhartrunsrules.arl . xcusum.ad . xcusum.arl . xcusum.crit.L0L1 . xcusum.crit.L0h . xcusum.crit . xcusum.q . xcusum.sf . xewma.ad . xewma.arl.f . xewma.arl . xewma.arl.prerun . xewma.crit . xewma.q . xewma.q.prerun . xewma.sf . xewma.sf.prerun . xgrsr.ad . xgrsr.arl . xgrsr.crit . xsewma.arl . xsewma.crit . xsewma.q . xsewma.sf . xshewhart.ar1.arl . xshewhartrunsrules.arl . xsresewma.arl . xtcusum.arl . xtewma.ad . xtewma.arl . xtewma.q . xtewma.sf . xtshewhart.ar1.arl . 
Some associated R codes: dphat.R . euklid.ewma.arl.R . imr.MandRu.R . imr.MandRuRl.R . imr.Rl_Mgiven.R . imr.Rl_Rugiven.R . imr.RuRl_alone.R . imr.RuRl_alone_s3.R . imr.RuRl_alone_tail.R . imr.Ru_Mgiven.R . imr.Ru_Rlgiven.R . imr.arl.C1987b.R . imr.arl.Ny.R . imr.arl.R . lns2ewma.arl.R . lns2ewma.crit.R . mewma.ad.R . mewma.arl.R . mewma.arl.f.R . mewma.crit.R . mewma.psi.R . p.ewma.arl.R . phat.ewma.arl.R . phat.ewma.crit.R . phat.ewma.lambda.R . pois.cusum.arl.R . pois.cusum.crit.L0L1.R . pois.cusum.crit.R . pois.ewma.ad.R . pois.ewma.arl.R . pois.ewma.crit.R . pphat.R . qphat.R . quadrature.nodes.weights.R . s.res.ewma.arl.R . scusum.arl.R . scusum.crit.R . scusums.arl.R . sewma.arl.R . sewma.arl.prerun.R . sewma.crit.R . sewma.crit.prerun.R . sewma.q.R . sewma.q.crit.R . sewma.q.crit.prerun.R . sewma.q.prerun.R . sewma.sf.R . sewma.sf.prerun.R . tewma.arl.R . tol.lim.fac.R . x.res.ewma.arl.R . xDcusum.arl.R . xDewma.arl.R . xDgrsr.arl.R . xDshewhartrunsrules.arl.R . xDshewhartrunsrulesFixedm.arl.R . xcusum.ad.R . xcusum.arl.R . xcusum.crit.L0L1.R . xcusum.crit.L0h.R . xcusum.crit.R . xcusum.q.R . xcusum.sf.R . xewma.ad.R . xewma.arl.R . xewma.arl.f.R . xewma.arl.prerun.R . xewma.crit.R . xewma.crit.prerun.R . xewma.q.R . xewma.q.crit.R . xewma.q.crit.prerun.R . xewma.q.prerun.R . xewma.sf.R . xewma.sf.prerun.R . xgrsr.ad.R . xgrsr.arl.R . xgrsr.crit.R . xs.res.ewma.arl.R . xs.res.ewma.pms.R . xsewma.arl.R . xsewma.crit.R . xsewma.q.R . xsewma.q.crit.R . xsewma.sf.R . xshewhart.ar1.arl.R . xshewhartrunsrules.ad.R . xshewhartrunsrules.arl.R . xshewhartrunsrules.crit.R . xshewhartrunsrules.matrix.R . xtcusum.arl.R . xtewma.ad.R . xtewma.arl.R . xtewma.q.R . xtewma.q.crit.R . xtewma.sf.R . xtshewhart.ar1.arl.R .  Full spc package functions and examples
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