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Then an optimization model is formulated to fulfill the data point reconstruction and select the most representative data points.
In order to properly define the typical form of hydrocarbon microseepage with spectroscopy and fulfill the data analysis, it was necessary to build a spectral model.
We do not consider if the residual energy of selected sensors are enough to transmit the data to the sink, i.e., fulfill the data gathering requirement.
During the analysis of the sample, it was also discovered that 52% (14) of the data requests required some type of pre-processing of the data, 56% (15) of the requests required some post-processing, and 33% (9) of the requests required both pre- and post-processing in order to fulfill the data request.
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Almost half of the G-BA requests (9/20), but no PAMs, were unclear, and no methodological guidance for fulfilling the data requirements was provided by the G-BA.
In case that the target BER is not fulfilled, the data rate of a user u is defined to be zero, i.e., R ̄ ( u ) = 0.
When after the transformation the assumptions were fulfilled the data were analyzed by ANOVA as described before.
For continuous data, the assumptions for performing parametric tests were not fulfilled (the data were not normally distributed); therefore the non-parametric Kruskal-Wallis test was used.
Third is the technical architecture, which defines the technologies that are used to implement and support a BI solution that fulfills the information and data architecture requirements.
Differences between the means of the control and the exposed treatments were calculated using one-way analysis of variance followed by Dunnett's post hoc multiple-comparison test (time-by-time ANOVA, adapted from Diggle et al. Data were square root-transformed to fulfill the conditions of data normality and homoscedasticity.
Accordingly, data analytic infrastructure is also being relocated to the network edges, to fulfill the philosophy of data gravity, under the umbrella of Fog computing.
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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