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Evaluating the performances of GMDH, GP and MARS with regarding calculation of standard error indices such as (R2 and RMSE) indicated that all of them with minimum value of R2 = 0.95 and maximum value of RMSE = 5.79 have suitable accuracy for modeling and predicting the TE.
Calculation of 95% confidence intervals (CIs) for the survival data was done in Microsoft Excel 2010 using Greenwood's formula for calculation of standard error.
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Following Cameron and Trivedi [19], 500 iterations were used in our calculation of standard errors.
The calculation of standard errors and 95%% confidence intervals for the estimated incidence rates was based on the Poisson error distribution.
Of particular importance, the statistical properties inherent to the MVI data structure permit calculation of standard errors, confidence intervals and statistical tests allowing quantitative comparisons among MVI values.
From a statistical point of view, the main difference between fixed effects and random effects models is in the calculation of standard errors associated with the combined effect size.
'Svy' commands were used to allow for adjustments for the cluster sampling design, weights and the calculation of standard errors.
'Svy' commands were used to allow for adjustments for cluster sampling design, sampling weights and the calculation of standard errors.
In addition, the calculation of standard errors for the concentration index enables researchers and implementers to assess whether differences between concentration indices are statistically significant.
In particular, 'svy' commands were used to allow for adjustment of the cluster sampling design, sampling weights, stratification, and the calculation of standard errors.
Confidence intervals may also be calculated for values of the survival function and these are often based on the Greenwood formula for calculation of standard errors.
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