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The developed ANN model gives slightly better results than GEP-based correlation in live oil; however, in dead oil the GEP-based strategy is more accurate than the ANN technique.
The results indicate that the AnimB model gives slightly lower posterior standard deviations for the heritability compared with the SireDam model.
Although the random effects model gives slightly higher estimates of the effect sizes than does the fixed effects model it also gives wider confidence limits and the confidence limits for the latter are always contained within the confidence limits for the former.
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The two models correlated the LLE data well, and the NRTL model gave slightly better predicted results than UNIQUAC.
Brostow's model gave slightly better fits.
The response gain model gave slightly better fits to the example cell.
The fully adjusted model gave slightly lower mean odds ratios for FVC and MMEF compared with the basic model.
> -wrap-foot> notnot determined aMandel's fitting test bAt a confidence level of 99.0% cRefers to the significance of the coefficient (intercept) defined in the regression analysis dThe quadratic model gave slightly better fitting in case the intercept of the linear regression was considered.
In our real data simulations, the partial prediction models gave slightly better model performance measures than the multiple imputation methods.
Also notice that the weighting function from Section "Dealing with unknown camera model parameters" that includes uncertainty with respect to the noise model parameters gives slightly worse results than the proposed probabilistic weighting function.
Using the IC sire model gives a slightly higher heritability in high-yield environments and lower heritability in low-yield environments, compared to the CLASS sire model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com