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UEI (version 0.1.0)

Compute Uniform Error Index

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) .

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Version

Install

install.packages('UEI')

Monthly Downloads

101

Version

0.1.0

License

GPL-3

Maintainer

Dr. Kumar Paul

Last Published

July 31st, 2024

Functions in UEI (0.1.0)

UEI

Uniform Error Index