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We expect that a Gaussian Markov random field prior on the pool distribution determined by the graph representing the experimental sampling procedures (e.g., sampling times) will prove an efficient means of incorporating this information (Rue and Held 2005).
The experimental sampling was performed by all authors, except J.G. and A.T. F.P., O.L.P. and J.G. prepared the data for analysis.
Suitable utility measures permit us to optimize the overall experimental sampling process.
Cows were acclimatised for 15 days, followed by a five-day period of experimental sampling and measurement.
The proposed methodology is successfully applied on an artificially constructed data set as well as on data from different experimental sampling campaigns.
It has been possible to identify gaps in knowledge on the basis of model-perceived uncertainties, and to assess trends in order to determine more optimal experimental sampling.
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Figure 1: Experimental sample and measurement scheme.
But Davidai is starting where he can — at home, with an experimental sample size of one.
All other experimental samples were expressed as percentage of the untreated control.
Approximately 50 cells in each set of experimental samples were tracked.
The experimental samples were expressed as corresponding nanograms of HL60 protein.
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