Here, "better predicted" means a smaller mean square prediction error.
However, the generalized linear models preserve all the predictive power of the features where the predicted means are not assumed to be normally distributed.
The correlation between predicted means under moderate and severe stress levels was fairly high (0.69).
For transformed data, back-transformed predicted means and approximate standard errors are presented.
The spatial analyses gave substantial increases in precision of predicted means for the genotypes.
Solid lines represent predicted means of different forest types and broken lines the 95%% confidence interval of the predicted means, with stand basal area being kept constant at its sample mean.
A low positive correlation existed between predicted means of non-stress with that of moderate and severe stress levels respectively.
However, multicollinearity does not lead to a biased diversity-productivity relationship (Goldberger 1991), even though it may lead to difficulties in quantifying the variance of predicted means.
The mean yield index (MYI) is defined as the average of predicted means across the non-stress, moderate and severe stress levels.
Data for step 2 were log-transformed and analysed using REML, and back-transformed predicted means and approximate standard errors are presented.
There was no significant difference in results for any of the 3 production responses when comparing predicted means accounting for the differences in birth weight.
