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Having reduced the descriptors necessary for modeling elastic constants, statistical learning approaches may then be used to predict the reduced knowledge-based required as a function of the constituent characteristics.
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Comparisons were based on visual inspection of fMRI activation maps and degree of language lateralization, both of which were assessed at a constant statistical threshold for each design.
The phenomenon is illustrated in Figures 1 and 2, which assumes a constant statistical pattern of lagger behaviour in two cases.
Since each realization of the Monte Carlo simulation is generated by keeping constant the statistical distribution of the pores radii and positions, the porosity cannot be also fixed.
The validity of this assumption is supported by Supporting Information, Figure S2 which proves a linear dependency and thus a constant slope (statistical parameters see Table 2 ).
Throughout our empirical work, we treat the model predictions as constants when performing statistical tests comparing the model predictions to the SSP data.
The bioactivity descriptors, which are assumed to predicted drug absorption, distribution, metabolism, elimination and toxicity (ADMETox) in humans, were correlated with retention constants and good statistical parameters were obtained.
For pentaerythritol a second order kinetic model was obtained based on the information from trends of the initial reaction rate and the kinetic constants derived from statistical regression using the integral method as well as microscopic observations.
Van Krevelen's empirical solubility relationships were used to calculate the expected absorbance levels of CO2, and found to be highly dependent on the choice of constants within the statistical ranges of error of the Van Krevelen relationships.
b Rate constants are the statistical solutions from 25 optimization runs which were performed with random initial guesses for parameters of pykF.
c Rate constants are the statistical solutions from 25 optimization runs which were performed with random initial guesses for parameters and with Gaussian noise added to the experimentally determined pykF concentration.
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