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In addition, an unbiased multivariate technique and linear stoichiometric plot were applied to the hydrochemical data set to identify the various chemical processes that influence the surface water quality.
Except in a particular case, discriminant analysis was at least as powerful as the multivariate technique and its implementation was five times faster.
17 Hierarchical cluster analysis (HCA) is also an unsupervised multivariate technique and was used to 18 provide a visual description of the evolution of the clusters.
As GPC is a multivariate technique and considers inter-regional correlations, discriminative brain networks should be interpreted cautiously as a spatially distributed pattern rather than permitting inference on the constituent regions.
We used this latter approach in combination with canonical variate analysis, a multivariate technique, and VCP analyses in a previous study where we failed to find group differences between premanifest Huntington's disease and controls (Novak et al., 2015).
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Data were analysed using multivariate techniques and partial least squares regression.
This study used multivariate techniques and Geographically Weighted Regression to analyze statistical data at a village and sub-district, to explore the varying relationships between agricultural activities and urban economic activities, urban poverty and informality, as well as food security.
An extensive data set from the Thames estuary was analysed using multivariate techniques and species-range analysis, in order to investigate whether the ecocline or the ecotone model was most relevant to this estuary.
Two general approaches to control experiment-wise Type I inflation are: 1) statistical/design considerations that reduce the number of p-values, including factorial designs, multivariate techniques, and repeated-measures analyses; and 2) adjustments to the α level, including newer approaches that are less conservative than, for example, Bonferroni corrections.
Analyses will include both univariate and multivariate techniques and according to the intention to treat principle.
This paper presents the multivariate techniques and reports a number of applications to genotoxicity problems.
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