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The reshuffling process was repeated 30 times for each network and an average parameter value was reported.
And furthermore, average parameter value and standard deviation strongly correlate (r = 0.81).
The standard deviation of the circuit parameters can be quite large compared to the average parameter value shown in Fig. 2.
All measured parameters showed a scatter that was significantly dependent on the average parameter value and thus is heteroscedastic if we present the differences in liters or L/sec.
We used all data including the outliers to construct the Bland and Altman plots; in small samples, this can influence the linear regression of the transformed Bland and Altman plots when the outliers are in the lower or upper zones of the average parameter value.
The same dataset is used in the right panel, in which the differences are related to the (average) parameter value (percent difference) but now the amount of scatter depends on the parameter value: the higher the value, the less (in this example) scatter or random variation there is; this type of scatter is called "heteroscedastic".
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The model can effectively describe microalgal biomass growth, ammonia and phosphate concentrations as well as the phosphorus storage using a set of average parameter values estimated with the experimental data.
Some of the average parameter values in the rainy season showed high value due to weathering and heavy rainfall in the study area.
However, most studies track the changes in average parameter values obtained from the whole tumor, thereby discarding all spatial information manifested in tumor heterogeneity.
During the thermal sprayed deposition process the following average parameter values were used: voltage 40 V, current intensity 100 A and deposition rate of 2.34 kg hr-1.
Thus, while the average parameter values we use are close to those of some of our study species (blue tit, blackbird, [44]) this may not necessarily be the case for the other two.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com