eCerto

eCerto is an R-package providing functions to perform statistical tests required during the production of a certified reference material.

The production of certified reference materials (CRMs) is a core task of the Bundesanstalt für Materialforschung und -prüfung (BAM). Various statistical tests are required and applied depending on the task and recorded data to ensure that reported values of CRMs are appropriate. Many of them are calculated according to the procedures described in ISO GUIDE 35:2017.

The eCerto package contains a Shiny-App which provides functionality to load, process, report and backup data for the statistical evaluation of analyses conducted during CRM production.

The app also allows to perform long term stability monitoring (or post certification monitoring) to ensure the CRM values remain within specification.

Another app module allows to perform statistical tests for analytical method validation, computing the working range and linearity of a method.

Installation (as a local package)

To run eCerto locally you can install the package from CRAN or the development version from GitHub and start the app with:

# CRAN
install.packages("eCerto")

# GitHub (alternative for the latest version)
install.packages("devtools")
devtools::install_github("janlisec/eCerto")

# start the app
eCerto::run_app()

Apart from run_app(), the eCerto package currently provides only some example data sets and few exported functions.

Live App

Before installation you can test the most recent app version hosted at BAM using your own or the provided example data.

eCerto is frequently updated. Should you experience problems using the most recent version from the link above, please:

Detailed documentation

A description of eCerto showing a re-evaluation of previously published CRM data can be found in this scientific article. Most of the functionality is also described in the online help.

eCerto screenshot

This is a list of the implemented statistical tests and functionality: