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We also compared the performance of GLAM to the model of Abdueva et al. [4], but applied the Abdueva model without calibrating the final transcript concentration using the data transformation based on probe thermodynamic properties.
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Unsupervised normalization methods make data transformations based on graphical trends visible in diagnostic plots.
These scatterplots were used to determine the appropriate data transformations, based on data frequency distributions, for testing the relationships between price measures and numbers of subjects in bivariate regressions.
Then, sentiment analysis results are going to be filtered (transformation) based on the data quality information.
The missing data, which twist the bi-scale empirical transformation, make the transformed point pattern much different from using the transformation based on the complete data.
(11)–(13), the iteration in this step constructs a bi-scale transformation as close as possible to the bi-scale empirical transformation based on the complete data.
Due to the existence of the unobserved events, the image of (S) under (F^{(1)}), the bi-scale empirical transformation based on the observed data, (N_{{mathrm {obs}}}), is different from its image under the transformation based on the complete dataset D since events in (N_{{mathrm {miss}}}) are not included in the calculation.
This analysis is designed to create a conservative estimate of the genes that contribute to cellular transformation based on their representation in the Illumina sequence data set.
As a comparison, Hilbert-Huang transformation, based on empirical mode decomposition, is also applied to analyze the multi-faults data.
Seventy-day-old seedlings were used for transformation based on a leaf disc transformation method [ 49].
The black circles are the transformations based on measured data.
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