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The SPSS version 15 (SPSS Inc., Chicago, IL, USA) software package was utilised for data analysis.
The R statistical software environment (http://www.r-project.org) and the HTqPCR bioconductor package were utilised for data analysis [ 70].
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A detailed comparative analysis of some of the most sophisticated machine learning classifiers combined with state of the art feature selection techniques were utilised for data classification purposes.
Therefore, three different methods were utilised for data collection: observation, teacher evaluation rubric, and interview.
A thematic analysis approach was utilised for fieldwork, data analysis and interpretation [ 38].
Oracle (11g Database) and Excel (Microsoft Office 2010 Pro) software programs were utilised for the data analysis.
For data analysis we utilised a deductive approach based on the questions of the focus group guideline and of the short written questionnaire.
Here, the outputs of a series of fluorescence spectroscopy analyses are utilised to demonstrate the application of the self-organising map (SOM) technique for data analysis.
While several methods and algorithms can be utilised for social media data analysis [23], typically supervised learning based methods have been used for evaluating quality aspects of social media data [6, 36, 38].
Paired t-test was utilised for statistical analysis of data between treatment groups for all experiments.
Inferential statistical analysis methods were predominantly utilised in the data analysis [ 19, 20, 22, 27, 29, 31, 32].
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