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This chapter describes managing changes applicable for data requirements, and performing round-trip engineering to synchronize changes across physical, logical, and conceptual models.
In our local experimental setting of multimodal UHF-MRI, logistic circumstances restrict the earliest time point applicable for data acquisition to around 1 h after removal of the thread.
SSCC can be improved by adopting faster spectral clustering algorithms, which are applicable for data sets with thousands of instances.
Second, statistical methods applicable for data analysis become limited, as many popular methods assume a normal distribution, and possibly giving in erroneous results when this assumption is violated [ 44- 46].
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The approach illustrated by the case study can potentially be applicable for tackling data modeling studies for which data availability is a problem.
However, these methods are not necessarily applicable for big data applications.
The accuracy is only applicable for balanced data sets like the Kazius and CA data set.
The inconvenience of directly applying Zernike moment to the audio case lies in that audio is inherently a time-variant 1D data, while the Zernike moments are only applicable for 2D data.
This may indicate that the MP is not applicable for transcriptomic data, where high variation is combined with lot of missing data.
However, while the LT-interval is quite robust to unbalanced smple sizes and also applicable for ordinal data, the Wald intervals cannot be recommended for very unbalanced or ordinal data.
Vaseghi [6] formulate the general form of polynomial interpolator and statistical interpolators applicable for missing data imputation purpose.
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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