In addition, several statistical analytical methods have been used for analysis of metabolomic datasets; for example, hierarchical cluster analysis (HCA) [39, 78], partial least squares discriminant analysis (PLS-DA) [52, 65], and batch-learning self-organizing map (BL-SOM) [43, 44, 54].
Non-inferiority and equivalence would have needed to have been demonstrated in a study specifically designed to determine these effects with appropriate statistical analytical methods [ 15].
The novelty of this study lies in the application of standard machine learning and statistical analytical methods to an in-vivo neurodegenerative model.
Several statistical analytical methods have been used to determine the relationship between climate variables (and climate change) and dengue, including cross correlations, Poisson, logistic and multivariate regression, SARIMA-time series and wavelet time series (Table 1).
Second, articles had to include larger geographical areas, climate data including climate parameters and statistical analytical methods and at least one climate-based projection of future dengue disease transmission.
This is especially true for estimations of inconsistency in data generated from amplified material compared to non-amplified or from different amplification protocols [ 13, 23- 26], However, more sophisticated statistical analytical methods have also appeared [ 27- 30].
He discovered, however, how little was known about these large processes and began to look at more discrete subjects, like railroad and steel technologies, employing an unorthodox approach using advanced statistical and analytical methods.
These constraints must be balanced against a need to improve scientific credibility through improved statistical and analytical methods that optimize the use of available information.
Details of the experimental design such as the size and number of experimental groups, how animals were assigned to experimental groups, how experimental outcomes were assessed, what statistical and analytical methods were used, were also recorded.
IP also advised on statistical and analytical methods.
