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To deal with a large number of unmeasured quantities in the biochemical reactions, we added observation equations that incorporate the unmeasured states and the observed quantities into the model.
We believe these results can ultimately lead to practical design strategies for monitoring schemes, including quantitative estimation of increased probability of leak detection per added observation well.
To create a set of synthetic data, we added observation errors generated from Gaussian distributions, with zero mean and standard deviation of 4 cm for horizontal hr-GPS, 2 cm for vertical hr-GPS, and 0.1 m for OB-GPS.
The feedback between lateral root initiation and development/emergence was consistent with our analysis of plants with modified rates of initiation using gravistimulations [15], with the added observation that emergence was enhanced by gravistimulation.
Recent estimates of average AIT receptive field diameters are in the 10° 16° range [42], [54], [55], substantially smaller than earlier reports [56], [57], with the added observation that receptive field sizes may shrink to even less for small stimulus sizes such as ours [42].
The added observation of an increase in cerebral excitatory phenomena (seizure activity) with tranexamic acid has a known mechanism and questions if such patients should be given this drug.
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We now assign a small weight w to each of these added observations.
We have added observations on Nanog and Oct4-GFP, which remain unchanged in mutant embryos.
The 95% confidence intervals were estimated by adding observation noise to the observation data and inverting repeatedly.
Finally, we add observation variables and factors to the factor graph to complete the integration of pathway and multi-dimensional functional genomics data (Fig. 3).
For the next 45 years he polished and embellished it, adding observations, reminiscences, descriptions of landscapes and stories, before it was finally published in 1966.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com