Other packages > Find by keyword >

SNSchart  

Sequential Normal Scores in Statistical Process Management
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]
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 29 Jan. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited SNSchart R package
View SNSchart citation profile
Other R packages that SNSchart depends, imports, suggests or enhances
Complete documentation for SNSchart
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

munfold  
Metric Unfolding
Multidimensional unfolding using Schoenemann's algorithm for metric and Procrustes rotation of unfo ...
Download / Learn more Package Citations See dependency  
lassoshooting  
L1 Regularized Regression (Lasso) Solver using the Cyclic Coordinate Descent Algorithm aka Lasso Shooting
L1 regularized regression (Lasso) solver using the Cyclic Coordinate Descent algorithm aka Lasso Sh ...
Download / Learn more Package Citations See dependency  
rstac  
Client Library for SpatioTemporal Asset Catalog
Provides functions to access, search and download spacetime earth observation data via SpatioTempor ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
InSilicoVA  
Probabilistic Verbal Autopsy Coding with 'InSilicoVA' Algorithm
Computes individual causes of death and population cause-specific mortality fractions using the 'InS ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA