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We may notice that the quality of estimation increases in Table 1 from top to bottom.
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Eventually, estimation maps of groundwater quality were prepared in WinGslib software and estimation variance map and estimation error map were presented to evaluate the quality of estimation in each estimated point.
Starting from three standard methods to implement the novel estimation algorithms based on sensor networks for distributed parameter systems, in the discretized version of them, we are showing what is the better method to increase the quality of estimation, related to the complexity of implementation.
We conclude that the adjustment model is necessary and could effectively increase the quality of estimation for gene expression from the microarray raw data.
The quality of estimation is validated using a quadratic criterion.
In general, the quality of estimation results depends on the quality of data acquisition, the quality of the fitting method, and the quality of the model.
(1) The quality of estimation is measured by the loss function L y, f x, ω)).
Using a machine simulation with the developed methods will increase the quality of estimations during the first planning phases, thus improving the decision making process.
As a result, the accuracy of the estimation increases.
Repeating the process, accuracy of the estimation increases.
As expected, the precision of parameter estimation increases with heritability and sample size.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com