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UEI  

Compute Uniform Error Index
View on CRAN: Click here


Download and install UEI package within the R console
Install from CRAN:
install.packages("UEI")

Install from Github:
library("remotes")
install_github("cran/UEI")

Install by package version:
library("remotes")
install_version("UEI", "0.1.0")



Attach the package and use:
library("UEI")
Maintained by
Dr. Ranjit Kumar Paul
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-31
Latest Update: 2024-07-31
Description:
Uniform Error Index is the weighted average of different error measures. Uniform Error Index utilizes output from different error function and gives more robust and stable error values. This package has been developed to compute Uniform Error Index from ten different loss function like Error Square, Square of Square Error, Quasi Likelihood Error, LogR-Square, Absolute Error, Absolute Square Error etc. The weights are determined using Principal Component Analysis (PCA) algorithm of Yeasin and Paul (2024) <doi:10.1007/s11227-023-05542-3>.
How to cite:
Dr. Ranjit Kumar Paul (2024). UEI: Compute Uniform Error Index. R package version 0.1.0, https://cran.r-project.org/web/packages/UEI. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Full UEI package functions and examples
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