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ILS
View on CRAN: Click
here
Download and install ILS package within the R console
Install from CRAN:
install.packages("ILS")
Install from Github:
library("remotes")
install_github("cran/ILS")
Install by package version:
library("remotes")
install_version("ILS", "0.3")
Attach the package and use:
library("ILS")
Maintained by
Miguel Flores
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-05-23
Latest Update: 2023-01-15
Description:
It performs interlaboratory studies (ILS) to detect those
laboratories that provide non-consistent results when comparing to others. It
permits to work simultaneously with various testing materials, from standard
univariate, and functional data analysis (FDA) perspectives. The univariate
approach based on ASTM E691-08 consist of estimating the Mandel's h and
k statistics to identify those laboratories that provide more significant
different results, testing also the presence of outliers by Cochran and Grubbs
tests, Analysis of variance (ANOVA) techniques are provided (F and Tuckey
tests) to test differences in means corresponding to different laboratories per
each material. Taking into account the functional nature of data retrieved in
analytical chemistry, applied physics and engineering (spectra, thermograms,
etc.). ILS package provides a FDA approach for finding the Mandel's k and h
statistics distribution by smoothing bootstrap resampling.
How to cite:
Miguel Flores (2016). ILS: Interlaboratory Study. R package version 0.3, https://cran.r-project.org/web/packages/ILS
Other packages that cited ILS R package
View ILS citation profile
Other R packages that ILS depends,
imports, suggests or enhances
Functions, R codes and Examples using
the ILS R package
Some associated functions: DSC . Glucose . IDT . ILS . TG . boot.sim.set . cochran.test . func.ils.formula . grubbs.test . h.qcs . ils.fqcdata . ils.fqcs . k.qcs . lab.aov . lab.qcdata . lab.qcs . mandel.fqcs . outliers.ils . plot.ils.fqcdata . plot.ils.fqcs . plot.lab.qcdata . plot.lab.qcs . plot.mandel.fqcs .
Some associated R codes: ILS.R . ils.fqcdata.R . ils.fqcs.R . lab.qcdata.R . lab.qcs.R . plot.ils.fqcdata.R . plot.ils.fqcs.R . plot.lab.qcdata.R . plot.lab.qcs.R . zzz.R . Full ILS package functions and examples
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