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ehaGoF (version 0.1.1)

Calculates Goodness of Fit Statistics

Description

Calculates 15 different goodness of fit criteria. These are; standard deviation ratio (SDR), coefficient of variation (CV), relative root mean square error (RRMSE), Pearson's correlation coefficients (PC), root mean square error (RMSE), performance index (PI), mean error (ME), global relative approximation error (RAE), mean relative approximation error (MRAE), mean absolute percentage error (MAPE), mean absolute deviation (MAD), coefficient of determination (R-squared), adjusted coefficient of determination (adjusted R-squared), Akaike's information criterion (AIC), corrected Akaike's information criterion (CAIC), Mean Square Error (MSE), Bayesian Information Criterion (BIC) and Normalized Mean Square Error (NMSE).

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Version

Install

install.packages('ehaGoF')

Monthly Downloads

232

Version

0.1.1

License

GPL-2

Maintainer

Last Published

August 11th, 2020

Functions in ehaGoF (0.1.1)

Goodness of Fit - Mean Absolute Percentage Error

Mean Absolute Percentage Error
Goodness of Fit

Goodness of Fit
Goodness of Fit : Adjusted Coefficient of Determination (Adjusted R-Squared)

Adjusted Coefficient of Determination (Adjusted R-Squared)
Goodness of Fit : Corrected Akaike's Information Criterion

Corrected Akaike's Information Criterion
Goodness of Fit : Mean Absolute Deviation

Mean Absolute Deviation
Goodness of Fit : Adjusted R-Squared

Adjusted R-Squared (Adjusted Coefficient of Determination)
Goodness of Fit : Mean Error

Mean Error
Goodness of Fit : R-Squared

R-Squared (Coefficient of Determination)
Goodness of fit - Relative Root Mean Square Error

Relative Root Mean Square Error
Goodness of Fit - Root Mean Square Error

Root Mean Square Error
Goodness of Fit - Coefficient of Variation

Coefficient of Variation.
Goodness of Fit - Pearson's Correlation Coefficients

Pearson's Correlation Coefficients
Goodness of Fit : Mean Relative Approximation Error

Mean Relative Approximation Error
Goodness of Fit : Performance Index

Performance Index
Goodness of Fit : Global Relative Approximation Error

Global Relative Approximation Error
Goodness of Fit - Standard Deviation Ratio

Standard Deviation Ratio
Goodness of Fit : Akaike's Information Criterion

Akaike's Information Criterion
Goodness of Fit : Coefficient of Determination (R-Squared)

Coefficient of Determination (R-Squared)