{ "_id": "6a12bcc4acfb0bcc41d1c697", "Package": "spc", "Version": "0.7.2", "Date": "2025-09-25", "Title": "Statistical Process Control -- Calculation of ARL and Other\nControl Chart Performance Measures", "Authors@R": "person(given = \"Sven\",\nfamily = \"Knoth\",\nrole = c(\"aut\", \"cre\"),\nemail = \"Sven.Knoth@gmx.de\")", "Description": "Evaluation of control charts by means of the zero-state,\nsteady-state ARL (Average Run Length) and RL quantiles. Setting\nup control charts for given in-control ARL. The control charts\nunder consideration are one- and two-sided EWMA, CUSUM, and\nShiryaev-Roberts schemes for monitoring the mean or variance of\nnormally distributed independent data. ARL calculation of the\nsame set of schemes under drift (in the mean) are added.\nEventually, all ARL measures for the multivariate EWMA (MEWMA)\nare provided.", "License": "GPL (>= 2)", "URL": "https://www.r-project.org", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-24 08:48:01 UTC", "User": "root" }, "Author": "Sven Knoth [aut, cre]", "Maintainer": "Sven Knoth ", "Repository": "https://knoths.r-universe.dev", "Date/Publication": "2025-09-24 05:33:59 UTC", "RemoteUrl": "https://github.com/cran/spc", "RemoteRef": "HEAD", "RemoteSha": "06b743dacc803d77850e7d6bc7400f2872441b4a", "MD5sum": "cc071f578ea190ae2e0167668f2c495f", "_user": "knoths", "_type": "src", "_file": "spc_0.7.2.tar.gz", "_fileid": "3955e656663065ca59f326386bd4de6e3b6122ea45d114caa786cca5d0615709", "_filesize": 678242, "_sha256": "3955e656663065ca59f326386bd4de6e3b6122ea45d114caa786cca5d0615709", "_created": "2026-05-24T08:48:01.000Z", "_published": "2026-05-24T08:54:28.587Z", "_distro": "noble", "_jobs": [ { 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"login": "knoths", "description": "", "uuid": 124069413 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 1.8.0", "role": "Depends" } ], "_owner": "cran", "_selfowned": true, "_usedby": 1, "_updates": [ { "week": "2025-39", "n": 1 } ], "_tags": [ { "name": "0.7.2", "date": "2025-09-24" } ], "_stars": 4, "_contributors": [ { "user": "knoths", "count": 22, "uuid": 124069413 } ], "_userbio": { "uuid": 124069413, "type": "user", "name": "knoths" }, "_downloads": { "count": 689, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/spc" }, "_mentions": 1, "_searchresults": 72, "_topics": [ "openblas" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/spc.html", "manual.pdf" ], "_realowner": "knoths", "_cranurl": false, "_releases": [ { "version": "0.1", "date": "2004-05-27" }, { "version": "0.2", "date": "2006-09-30" }, { "version": "0.3", "date": 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"xewma.arl.f", "xewma.arl.prerun", "xewma.crit", "xewma.crit.prerun", "xewma.q", "xewma.q.crit", "xewma.q.crit.prerun", "xewma.q.prerun", "xewma.sf", "xewma.sf.prerun", "xgrsr.ad", "xgrsr.arl", "xgrsr.crit", "xs.res.ewma.arl", "xs.res.ewma.pms", "xsewma.arl", "xsewma.crit", "xsewma.q", "xsewma.q.crit", "xsewma.sf", "xshewhart.ar1.arl", "xshewhartrunsrules.ad", "xshewhartrunsrules.arl", "xshewhartrunsrules.crit", "xshewhartrunsrules.matrix", "xtcusum.arl", "xtewma.ad", "xtewma.arl", "xtewma.q", "xtewma.q.crit", "xtewma.sf", "xtshewhart.ar1.arl" ], "_help": [ { "page": "dphat", "title": "Percent defective for normal samples", "topics": [ "dphat", "pphat", "qphat" ] }, { "page": "euklid.ewma.arl", "title": "Compute ARLs of Poisson NCS-EWMA control charts", "topics": [ "euklid.ewma.arl" ] }, { "page": "imr.arl", "title": "Compute ARLs and control limit factors for I-MR combos in case of normal data", "topics": [ "imr.arl", "imr.MandRu", "imr.MandRuRl", "imr.Rl_Mgiven", "imr.Ru_Mgiven" ] }, { "page": "imr.RuRl_alone", "title": "Compute control limits of MR charts for normal data", "topics": [ "imr.Rl_Rugiven", "imr.RuRl_alone", "imr.RuRl_alone_s3", "imr.RuRl_alone_tail", "imr.Ru_Rlgiven" ] }, { "page": "lns2sewma.arl", "title": "Compute ARLs of EWMA ln S^2 control charts (variance charts)", "topics": [ "lns2ewma.arl" ] }, { "page": "lns2ewma.crit", "title": "Compute critical values of EWMA ln S^2 control charts (variance charts)", "topics": [ "lns2ewma.crit" ] }, { "page": "mewma.arl", "title": "Compute ARLs of MEWMA control charts", "topics": [ "mewma.ad", "mewma.arl", "mewma.arl.f" ] }, { "page": "mewma.crit", "title": "Compute alarm threshold of MEWMA control charts", "topics": [ "mewma.crit" ] }, { "page": "mewma.psi", "title": "Compute steady-state density of the MEWMA statistic", "topics": [ "mewma.psi" ] }, { "page": "p.ewma.arl", "title": "Compute ARLs of binomial EWMA p control charts", "topics": [ "p.ewma.arl" ] }, { "page": "phat.ewma.arl", "title": "Compute ARLs of EWMA phat control charts", "topics": [ "phat.ewma.arl", "phat.ewma.crit", "phat.ewma.lambda" ] }, { "page": "pois.cusum.arl", "title": "Compute ARLs of Poisson CUSUM control charts", "topics": [ "pois.cusum.arl" ] }, { "page": "pois.cusum.crit", "title": "Compute alarm thresholds and randomization constants of Poisson CUSUM control charts", "topics": [ "pois.cusum.crit" ] }, { "page": "pois.crit.L0L1", "title": "Compute the CUSUM k and h for given in-control ARL L0 and out-of-control ARL L1, Poisson case", "topics": [ "pois.cusum.crit.L0L1" ] }, { "page": "pois.ewma.ad", "title": "Compute steady-state ARLs of Poisson EWMA control charts", "topics": [ "pois.ewma.ad" ] }, { "page": "pois.ewma.arl", "title": "Compute ARLs of Poisson EWMA control charts", "topics": [ "pois.ewma.arl" ] }, { "page": "pois.ewma.crit", "title": "Compute ARLs of Poisson EWMA control charts", "topics": [ "pois.ewma.crit" ] }, { "page": "quadrature.nodes.weights", "title": "Calculate quadrature nodes and weights", "topics": [ "quadrature.nodes.weights" ] }, { "page": "scusum.arl", "title": "Compute ARLs of CUSUM control charts (variance charts)", "topics": [ "scusum.arl" ] }, { "page": "scusum.crit", "title": "Compute decision intervals of CUSUM control charts (variance charts)", "topics": [ "scusum.crit" ] }, { "page": "scusums.arl", "title": "Compute ARLs of CUSUM-Shewhart control charts (variance charts)", "topics": [ "scusums.arl" ] }, { "page": "sewma.arl", "title": "Compute ARLs of EWMA control charts (variance charts)", "topics": [ "sewma.arl" ] }, { "page": "sewma.arl.prerun", "title": "Compute ARLs of EWMA control charts (variance charts) in case of estimated parameters", "topics": [ "sewma.arl.prerun" ] }, { "page": "sewma.crit", "title": "Compute critical values of EWMA control charts (variance charts)", "topics": [ "sewma.crit" ] }, { "page": "sewma.crit.prerun", "title": "Compute critical values of of EWMA (variance charts) control charts under pre-run uncertainty", "topics": [ "sewma.crit.prerun" ] }, { "page": "sewma.q", "title": "Compute RL quantiles of EWMA (variance charts) control charts", "topics": [ "sewma.q", "sewma.q.crit" ] }, { "page": "sewma.q.prerun", "title": "Compute RL quantiles of EWMA (variance charts) control charts under pre-run uncertainty", "topics": [ "sewma.q.crit.prerun", "sewma.q.prerun" ] }, { "page": "sewma.sf", "title": "Compute the survival function of EWMA run length", "topics": [ "sewma.sf" ] }, { "page": "sewma.sf.prerun", "title": "Compute the survival function of EWMA run length", "topics": [ "sewma.sf.prerun" ] }, { "page": "tewma.arl", "title": "Compute ARLs of Poisson TEWMA control charts", "topics": [ "tewma.arl" ] }, { "page": "tol.lim.fact", "title": "Two-sided tolerance limit factors", "topics": [ "tol.lim.fac" ] }, { "page": "xsresewma.arl", "title": "Compute ARLs of EWMA residual control charts", "topics": [ "s.res.ewma.arl", "x.res.ewma.arl", "xs.res.ewma.arl", "xs.res.ewma.pms" ] }, { "page": "xcusum.ad", "title": "Compute steady-state ARLs of CUSUM control charts", "topics": [ "xcusum.ad" ] }, { "page": "xcusum.arl", "title": "Compute ARLs of CUSUM control charts", "topics": [ "xcusum.arl" ] }, { "page": "xcusum.crit", "title": "Compute decision intervals of CUSUM control charts", "topics": [ "xcusum.crit" ] }, { "page": "xcusum.crit.L0h", "title": "Compute the CUSUM reference value k for given in-control ARL and threshold h", "topics": [ "xcusum.crit.L0h" ] }, { "page": "xcusum.crit.L0L1", "title": "Compute the CUSUM k and h for given in-control ARL L0 and out-of-control L1", "topics": [ "xcusum.crit.L0L1" ] }, { "page": "xcusum.q", "title": "Compute RL quantiles of CUSUM control charts", "topics": [ "xcusum.q" ] }, { "page": "xcusum.sf", "title": "Compute the survival function of CUSUM run length", "topics": [ "xcusum.sf" ] }, { "page": "xDcusum.arl", "title": "Compute ARLs of CUSUM control charts under drift", "topics": [ "xDcusum.arl" ] }, { "page": "xDewma.arl", "title": "Compute ARLs of EWMA control charts under drift", "topics": [ "xDewma.arl" ] }, { "page": "xDgrsr.arl", "title": "Compute ARLs of Shiryaev-Roberts schemes under drift", "topics": [ "xDgrsr.arl" ] }, { "page": "xDshewhartrunsrules.arl", "title": "Compute ARLs of Shewhart control charts with and without runs rules under drift", "topics": [ "xDshewhartrunsrules.arl", "xDshewhartrunsrulesFixedm.arl" ] }, { "page": "xewma.ad", "title": "Compute steady-state ARLs of EWMA control charts", "topics": [ "xewma.ad" ] }, { "page": "xewma.arl", "title": "Compute ARLs of EWMA control charts", "topics": [ "xewma.arl" ] }, { "page": "xewma.arl.f", "title": "Compute ARL function of EWMA control charts", "topics": [ "xewma.arl.f" ] }, { "page": "xewma.arl.prerun", "title": "Compute ARLs of EWMA control charts in case of estimated parameters", "topics": [ "xewma.arl.prerun", "xewma.crit.prerun" ] }, { "page": "xewma.crit", "title": "Compute critical values of EWMA control charts", "topics": [ "xewma.crit" ] }, { "page": "xewma.q", "title": "Compute RL quantiles of EWMA control charts", "topics": [ "xewma.q", "xewma.q.crit" ] }, { "page": "xewma.q.prerun", "title": "Compute RL quantiles of EWMA control charts in case of estimated parameters", "topics": [ "xewma.q.crit.prerun", "xewma.q.prerun" ] }, { "page": "xewma.sf", "title": "Compute the survival function of EWMA run length", "topics": [ "xewma.sf" ] }, { "page": "xewma.sf.prerun", "title": "Compute the survival function of EWMA run length in case of estimated parameters", "topics": [ "xewma.sf.prerun" ] }, { "page": "xgrsr.ad", "title": "Compute steady-state ARLs of Shiryaev-Roberts schemes", "topics": [ "xgrsr.ad" ] }, { "page": "xgrsr.arl", "title": "Compute (zero-state) ARLs of Shiryaev-Roberts schemes", "topics": [ "xgrsr.arl" ] }, { "page": "xgrsr.crit", "title": "Compute alarm thresholds for Shiryaev-Roberts schemes", "topics": [ "xgrsr.crit" ] }, { "page": "xsewma.arl", "title": "Compute ARLs of simultaneous EWMA control charts (mean and variance charts)", "topics": [ "xsewma.arl" ] }, { "page": "xsewma.crit", "title": "Compute critical values of simultaneous EWMA control charts (mean and variance charts)", "topics": [ "xsewma.crit" ] }, { "page": "xsewma.q", "title": "Compute critical values of simultaneous EWMA control charts (mean and variance charts) for given RL quantile", "topics": [ "xsewma.q", "xsewma.q.crit" ] }, { "page": "xsewma.sf", "title": "Compute the survival function of simultaneous EWMA control charts (mean and variance charts)", "topics": [ "xsewma.sf" ] }, { "page": "xshewhart.ar1.arl", "title": "Compute ARLs of modified Shewhart control charts for AR(1) data", "topics": [ "xshewhart.ar1.arl" ] }, { "page": "xshewhartrunsrules.arl", "title": "Compute ARLs of Shewhart control charts with and without runs rules", "topics": [ "xshewhartrunsrules.ad", "xshewhartrunsrules.arl", "xshewhartrunsrules.crit", "xshewhartrunsrules.matrix" ] }, { "page": "xtcusum.arl", "title": "Compute 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