The main objective is to increase the value of R2 predicted to improve model's explanation and optimization results.
The same model was used previously to account for the data of two other experiments [7], corroborating the model's explanation of the data.
Further, this model explained an additional 4.3% of the variance in HbA1c (Δ R= 0.043, P = 0.001, total adjusted R=0.24), which indicated that chronotype contributed significantly to the model's explanation of the variance of HbA1c above and beyond demographic and sleep variables.
Despite the fact the model does not simulate correctly the dynamics of cortical NE release in the tested condition of repeated stress (Fig. 5e, f), these data do not falsify the model's causal explanation of the appraisal of controllability.
This model's 56.5% explanation of variance, was comparable to other regional models, while still including a large number of variables.
So far this is unproblematic, for the little argument just outlined accords with Hempel's model of explanation.
In fact, Poincaré's model of explanation, founded on a minimum of well-confirmed hypotheses erected into principles and from which any meaningful propositions can be deduced, is called into question by Maxwell's approach.
This is commonly taken to show that the DN model has left out some factor having to do with the directional or asymmetric features of explanation e.g., perhaps an asymmetry in the relation between cause and effect that ought to incorporated into one's model of explanation.
It has been argued that the best explanation for Model's behaviour and suicide is that he was not necessarily a Nazi, but an authoritarian militarist who saw in Hitler the strong leader that Germany needed.
Ramsey (1997) argues that though we may attribute symbolic representations to neural nets, those attributions do not figure in legitimate explanations of the model's behavior.
Furthermore, Caplan's explanation model suggests that it is also necessary for policymakers to be involved with research agendas and design [ 24].
