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Teleform™ 8 was used for data acquisition of postal surveys, Microsoft Access 2002™ for data management and data acquisition during interviews, OntoLog [ 19] 1.4 for indexing and analysis of video and audio material, StatExact™ 5.0 for calculating the kappa statistic and SPSS™ 11.0 (Windows) for all other statistical analysis.
From the established criteria and the withdrawal of questionnaires with missing values, we obtained a final sample of 90 valid questionnaires for descriptive analysis and other statistical analysis.
Neural networks may be used as a direct substitute for auto correlation, multivariable regression, linear regression, trigonometric, and other statistical analysis and techniques [22].
Taking in account the other statistical analysis, we concluded that artificial neural networks are more suitable for this type of problem than SVM and KF.
However, it is worth noting that like any other statistical analysis technique, the obvious outliers must be removed and known systematic errors accounted for before any meaningful analysis and interpretation, including interpolation, can be achieved from a set of data.
However, just like any other statistical analysis where you could have multiple approaches to consider (e.g., different multiple comparisons procedures or different kernel methods), we advocate that the analyst consider each of the different dimension reduction procedures and then proceed to use various metrics and diagnostics to determine the best results.
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And on the other side, statistical analysis methods provides no joint probability distribution functions of high-dimensional random variables extracted from questionnaires and statistical data [19].
For other results, statistical analysis was performed using one-way ANOVA followed by Bonferroni/Dunn test.
For all other experiments statistical analysis was performed using Prism 5 software including Student's t-test and one-way ANOVA, and all graphs were generated using Microsoft Excel and Prism 5 software.
*: Significant at P ≤ 0.05 *: Significant at P ≤ 0.05 On the other hand, statistical analysis with Pearson's correlation coefficient revealed a positive linear correlation between laminin-1 and Ki-67 immunopositive area fraction.
Thus, the methylation status of each gene and DEVDase activity were plotted against each other, and statistical analysis using the Pearson's correlation test was performed to determine the presence of a significant correlation between these parameters.
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