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The performance of the method is evaluated by using two publicly available data examples: the simulated QTLMAS XII data set and a real data set from a population of pigs.
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For chemicals where there is an abundance of publicly available data (for example, Atrazine [72]), all tabs are active and contain data.
Alternatively, they might simply testify to imperfections in the available data (for example, Boulègue and Michard [70] note that at near-neutral pH it is usually necessary to equilibrate Pt electrodes for several hours to get reproducible readings—something that is hardly ever done in the field).
In addition, computational models are derived on the basis of available data, for example, to predict novel active compounds or drug side effects, resulting in many computational publications.
The analysis of already available data, for example from hospitals or clinics where routine microbiological testing is used, might also be useful.
For some analyses, we excluded a small number of participants who had date inconsistencies that could not be resolved with available data (for example, a pregnancy home visit that occurred more than a year after the date of conception).
Although several CFD solvers provide specific tools to simulate a heat exchanger, sometimes the available data, as for example, cooling plate geometries, dimensions and their arrangement in the heat exchanger, are not exhaustive enough to set up the numerical simulation.
We are particularly interested in your input during a working session where we will identify examples of why soil biodiversity matters, identify the available data that supports these examples, and determine the priorities for next steps for the Initiative.
These are discussed within the framework of available data and information, and examples are provided.
Once the amount of available data goes beyond 1000 examples, it would be helpful to explore sparse approximations to the proposed GP scheme (for instance Snelson and Ghahramani, 2006).
For example, available data suggest the risk of dying from breast cancer is 3.2 times higher in lesbian women compared to heterosexual women.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com