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For all models, independence of error terms was specified.
For all models, independence of error terms was specified and the maximum likelihood method of estimation was used.
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The model independence of the LETKF provides a flexible framework for other mathematical modeling efforts in biology and oncology.
To confirm the model independence of this scheme, an alternative hyperchaotic system is investigated, whereby the results confirm that the five unknown parameters are identified rapidly and exactly, and that the two hyperchaotic systems reach complete synchronization as well.
To check for consistency and model independence of results, we next used a modified RF model (Izhikevich 2001) instead of RES to model interneurons.
Model independence of the reconstructions obtained from the respective classes was tested by using the opposite model as a reference (Supplementary Figure S2).
Three potential predictors were identified in the univariate logistic regression model: independence of health care, Karnofsky score, and MET (Table 3).
To test for the model independence of observed phenomena, in some simulations we used another model for resonator interneurons, i.e. the resonate-and-fire model (RF) (Izhikevich 2001) (Table 1, I_RF).
The results of this analysis showed that the likelihood estimates of the null model (independence of gene overlapping with phylogeny) consistently lack statistical significance when tested against the alternate model (dependency of gene overlapping with phylogeny) (Table 2).
The model-independence of this approach makes it suitable for "screening" fMRI data for brain activation that may have unanticipated timing.
The model-independence of the concept underlying the C k 's thus enlarges the scope of application of F to the interpretation of data on genotypic frequencies obtained for stages close to the zygotic stage.
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