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Modelling studies allow us to identify behaviours not predictable from the network diagram.
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The random effect α is used to account for unbalanced numbers of observations of different traits in empirical and modelling studies and allow for variation in R around a common intercept associated with different traits.
Our model summarises and extends other published modelling studies, by allowing the user to execute sporulation initiation in a scenario where Isopropyl β-D-1-thiogalactopyranoside (IPTG) is used as an artificial sporulation initiator as well as in modelling the induction of sporulation in wild-type cells.
Parameters based on the various meta-analyses incorporated into this modelling study were allowed to vary stochastically.
Such modelling studies may also allow preliminary modification of the chemical material to improve its suitability for in vivo use and avoidance of toxicological outcomes (Workman, 2003a; Price et al, 2009).
Unlike previous modelling studies of alternative NZ ETS designs, we allow for a more realistic modelling both of capital and labour supply.
Decision modelling studies often incorporate a 'sensitivity analysis' to allow for any uncertainty about the input assumptions.
In addition, our molecular modelling study using QTAIM calculations, allowed us to describe in detail the molecular interactions that stabilize the different Ligand-Receptor complexes.
These social distancing measures have been shown in modelling studies to delay the overall impact of a pandemic, as well as allowing time for antiviral drug administration and the development of appropriate vaccines [ 7, 8].
This dataset is accompanied by comprehensive information providing extensive visualization and data access to allow an easy-to-use approach for the design of experiments, the incorporation into modelling studies of the regulatory system and for comparative analyses.
To allow for the log-transformation of the response, we needed to exclude four data points from two modelling studies in which the reported R was zero (Hilborn and Minte-Vera 2008 and Wang and Höök 2009 studies, see Table S1).
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