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b) Data modelling: the data was represented in a diagram (see Figure 1).
It was found that the fundamental models available in the literature were incapable of modelling the data of both the reactors simultaneously.
The results also showed that water activity, temperature and pH interact strongly in their effect on growth rates and that the squared products (optima) of water activity, temperature and pH for each isolate were important for modelling the data sufficiently.
The purpose of this study is to investigate the feasibility of applying the openEHR archetype approach to modelling the data in the database of an existing proprietary biobank information management system.
The design matrix used for modelling the data consisted of onset vectors for the correct trials of each of the seven conditions (6 experimental, 1 control), with additional vectors for empty trials and cued response periods which included trial-by-trial RT as a parameter.
Stepwise linear regression models were used for modelling the data.
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PT processed and modelled the data.
And the results depend on the assumptions used to model the data".
Hence, the chosen model appears to be suitable to model the data.
Standard models such as spherical, exponential, Gaussian, and power were used to model the data set.
The HMM itself is used to model the data stream represented as a particular event.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com