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When imaging with DOI, two major issues arise in the data analysis: (i) the separation of noise of physiological origin and the recovery of the functional response; (ii) the tomographic image reconstruction problem.
If novelty detection is implemented in terms of outlier detection, the outliers may arise in the data as the result of both benign and malign causes and it is important to understand their sources.
The attitudinal data will also mitigate the effects of any strategic bias that may arise in the data.
This method of analysis provides a set of systematic procedures for identifying categories and relationships between categories which arise in the data.
Codes arose through a deductive approach when the theoretical understanding found in literature review allowed the researcher to be sensitive to certain topics that may arise in the data [ 22].
Codes arose through a deductive approach when the theoretical understanding found in the literature review allowed the researcher to be sensitive to certain topics that may arise in the data [ 16].
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That emphasis certainly arises in the data that the company shared with me.
Registration techniques have been developed to correct for geometric errors arising in the data set because of tissue movement and variations in speed of sound in the tissues.
Results indicated where excesses and deficiencies arose in the data set.
In addition, it reveals the nature and location of inaccuracies and some of the misunderstandings arising in the data collection process.
This study uses simulated data to assess the bias and precision of NB parameter estimates and the coverage accuracy of CIs for highly overdispersed datasets, addressing the challenges of small datasets as well as potential biases arising in the data collection process.
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