Package: CTxCC 0.4.0
Diana Barraza-Barraza
CTxCC: Multivariate Normal Mean Monitoring Through Critical-to-X Control Chart
A comprehensive set of functions designed for multivariate mean monitoring using the Critical-to-X Control Chart. These functions enable the determination of optimal control limits based on a specified in-control Average Run Length (ARL), the calculation of out-of-control ARL for a given control limit, and post-signal analysis to identify the specific variable responsible for a detected shift in the mean. This suite of tools provides robust support for precise and effective process monitoring and analysis.
Authors:
CTxCC_0.4.0.tar.gz
CTxCC_0.4.0.tar.gz(r-4.7-any)CTxCC_0.4.0.tar.gz(r-4.6-any)
CTxCC_0.4.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CTxCC/json (API)
| # Install 'CTxCC' in R: |
| install.packages('CTxCC', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:b2833b52de. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 133 | ||
| source / vignettes | OK | 194 | ||
| linux-release-x86_64 | OK | 131 | ||
| wasm-release | OK | 100 |
Exports:C2.ContributionC2.DecisionLimitc2decompcontributionplotCTXoptimdecomposeAget.Rms.optimSimulatedDistributionC2ss.optimwChisq.arlwChisq.CLimzConditionalParameters
Dependencies:clicombinatCompQuadFormcpp11expmfarverggplot2gluegtableisobandlabelinglatticelifecycleMatrixmatrixcalcmvtnormR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Contribution of variable z.var to C^2 | C2.Contribution |
| Conditional decision limit for z, given x already in model | C2.DecisionLimit |
| Contribution to C^2 for all variables | c2decomp |
| Mean Decomposition Pareto Plot | contributionplot |
| Optimum Design of a CTX Control Chart | CTXoptim |
| Calculation and decomposition of matrix A | decomposeA |
| Get Correlation matrix from a Covariance matrix | get.R |
| Multistart Weight Optimization for Design of a CTX Control Chart | ms.optim |
| Distribution for C2, through simulation of its values | SimulatedDistributionC2 |
| Single-Start Weight Optimization for Design of a CTX Control Chart | ss.optim |
| Compute ARLs of Weighted Chi-Squared control charts for monitoring multivariate normal mean. | wChisq.arl |
| Compute control limit of Weighted Chi-Squared control charts for monitoring multivariate normal mean. | wChisq.CLim |
| Conditional parameters for z, given x | zConditionalParameters |