Indeed, the Bayesian formulation of GP permits to obtain intervals of confidence for individual predictions defined from the GP predicted variance.
Consistently good agreement between prediction and experiments was achieved, especially between mean crystal size and predicted variance of crystal size distribution.
Also using waist circumference we found the same total predicted variance (r = 0.38, P < 0.001), and confirmed the predictive capacity of age (β = 0.31, P < 0.001) and exercise intensity (%HRmax, β = 0.43, P < 0.001).
In Model 3, we test whether the data primarily predicts variance across countries.
Results: Age at onset of MDD significantly predicted variance in NK cell number and NKCA.
In case of FA PLS regression, the best relation shows 54.0% predicted variance and 57.9% explained variance.
The best model obtained from stepwise regression and GFA techniques shows 51.6% predicted variance (leave-one-out) and 57.3% explained variance.
The model with the trend variable allows to test whether our dependent variables predict variance in protest mobilization over time alone.
To verify this hypothesis, we binned the external set into four groups depending on the value of the predicted variance: {0.25,0.5,0.75,1}.
This study also aimed to include additional variables into HAPA to increase the amount of predicted variance in intention and behaviour.
