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We also prove that our criterion has a probabilistic interpretation as a model which is asymptotically optimal within the given class of distributions by reaching the lower bound on the logarithmic prediction errors, given by the so called stochastic complexity, and approximated by BIC.
Table 3 presents the fit of the complementary log-log regression with a minimal latency of 10 years and its interpretation as a model for the incidence of pleural plaques.
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Tacitus knew the techniques and controlled them for his political interpretations; as a model he had studied the early Roman historiographer Sallust.
He also points out that the BLUP model used in M euwissen et al. (2001) has an interpretation as a spatial model with quadratic covariance function.
The proposed diffusion model can be used as a visual enhancement tool for interpretation as well as a preprocessing task for further diagnosis.
We need time for nurturing, we need time for earning money, we need time to (ideally) cultivate ourselves as our own interpretation of a model figure for our children.
This information is essential for the interpretation of a model specification as a formal system.
As a second case study, we show that droop-controllers in microgrids have also an interpretation as internal model controllers.
Particularly, if the models were originally meant to be ODE-oriented, a later discrete interpretation as a qualitative or stochastic model by a naive automatic translation may produce wrong results; see Figure 1 for an introductory example demonstrating the problem.
This is true even if the models are denied to have a causal interpretation, as is done by those promoting a "statisticalist" interpretation of selection theory, such as Denis Walsh et al. (2002).
Therefore, a reduced mathematical model with appropriate features can better describe the experimental results while allowing for easy interpretation as compared to a model that accounts for each protein-protein interaction individually.
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