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SNSchart
View on CRAN: Click
here
Download and install SNSchart package within the R console
Install from CRAN:
install.packages("SNSchart")
Install from Github:
library("remotes")
install_github("cran/SNSchart") Install by package version:
library("remotes")
install_version("SNSchart", "1.4.0") Attach the package and use:
library("SNSchart")
Maintained by
Luis Benavides
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-04-07
Latest Update: 2021-04-07
Description:
The methods discussed in this package are new non-parametric methods based on sequential normal scores 'SNS' (Conover et al (2017) <doi:10.1080/07474946.2017.1360091>), designed for sequences of observations, usually time series data, which may occur singly or in batches, and may be univariate or multivariate. These methods are designed to detect changes in the process, which may occur as changes in location (mean or median), changes in scale (standard deviation, or variance), or other changes of interest in the distribution of the observations, over the time observed. They usually apply to large data sets, so computations need to be simple enough to be done in a reasonable time on a computer, and easily updated as each new observation (or batch of observations) becomes available. Some examples and more detail in 'SNS' is presented in the work by Conover et al (2019) <doi:10.48550/arXiv.1901.04443>.
How to cite:
Luis Benavides (2021). SNSchart: Sequential Normal Scores in Statistical Process Management. R package version 1.4.0, https://cran.r-project.org/web/packages/SNSchart. Accessed 04 Jun. 2026.
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imports, suggests or enhances
Complete documentation for SNSchart
Functions, R codes and Examples using
the SNSchart R package
Some associated functions: MNS . MSNS . NS . SNS . calibrateControlLimit . dataAlignment . example49 . example65 . example71 . example74a . example74b . example74c . example81 . example82 . example83 . example84 . example85 . example87 . example91 . example93 . getARL . getDist . getQuantile . getRL . mcalibrateControlLimit . mgetARL . mgetDist . mgetRL . srank .
Some associated R codes: DataAlignment.R . DocumentationExamplesQiuDocument.R . MultivariateCalibratePerformanceMeasure.R . MultivariateNormalScores.R . MultivariateObtainAverageRunLength.R . MultivariateRandomGenerator.R . MultivariateSequentialNormalScores.R . UnivariateCalibratePerformanceMeasure.R . UnivariateNormalScores.R . UnivariateObtainAverageRunLength.R . UnivariateObtainQuantileDistribution.R . UnivariateRandomNumberGenerator.R . UnivariateSequentialNormalScores.R . Full SNSchart package functions and examples
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