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Using the data sample mean and standard deviation to set parameters of the prior ensured that the prior distribution was scaled appropriately to the data (Kruschke, 2015).
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The comparative experimental results show that the weighing errors of the truck scale with PD-LMNN are far less than those of DINN (DINN is a method for training a NN only by using the data samples, not the prior knowledge), and the PD-LMNN's generalization ability is better than that of DINN when the training samples are lacking.
The proposed system of models was calibrated by using the data of a sample of University of Calabria students.
Goodness of fit tests usually have a given hypothesis as to the theoretical distribution for the population, which they test using the data observed in the sample.
These different methodologies were tested using the data from the 195 samples of the topsoil database assembled by the company.
Using the data on batch-replicated samples, mean genotype concordance rate between batches was estimated to be 99.65±0.08%.
Using the data from the pH calibration samples, a standard curve was calculated by plotting (em451/em518) vs. pH.
The item analysis was done using the data from the multi-condition group (Sample 1).
Overall 103 TV channels were assessed by Nielsen's TAM ratings to identify the ethnic-specific popular channels to be used in the data sampling.
The referee then uses the data not sampled in the respective bootstrap steps and a strictly proper scoring rule [8] [10] to evaluate the predictive performance of the different models.
In the analyses presented here we used the data and samples collected during the first visit.
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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