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Standard error of the regression.
It was also found that the error in prediction of metallurgical performance using the NN model was less than the error of the regression model.
Hence, applying this method may enhance correlation and under estimate the standard error of the regression coefficients by under estimating the variance of the imputed variables [8].
The method detection limit (MDL) was determined following the method described previously [51]: MDL = Yb+3Sb; where, Yb = blank value; Sb = standard error of the regression line.
Based on this equation, the probability of error of the regression model is less than the frequency of error in the training set plus the confidential interval.
Only DMU 1,186 is not quite efficient with 71.28% DEA score, and this may be due to the error of the regression equation at this DMU.
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The fitness of data to models was evaluated by the standard error of the regressions (RMSD).
Fig. 1 Comparision of the estimation errors of the regression model and BEF model for the whole tree biomass.
Three non-linear biomass equations for Quercus spp. [52] with unknown standard errors of the regression coefficients were also included (no. 5 7).
In this study, this source of error is expressed by the standard errors of the regression parameters or of the BEF values, as they are the square roots of the respective variances obtained from the variance-covariance matrix, S bb.
As the MMI method takes the between-imputation variance in the imputed background data into account, the standard errors of the regression coefficient β2 and of the subpopulation difference accurately reflected the uncertainty due to the amount of missing data.
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