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In "Estimation errors of the regional stress field around Mt. Ontake" section, we evaluated the estimation errors of the regional stress pattern using multivariate normal random numbers.
It is important to recognize this tape pattern using multivariate analysis prior to interpreting peak ratios since the increased tape show-through resulted in a slight increase of the polysaccharide peak fraction [ 1] from 0.50 to 0.56 and a large decrease of the lignin modification metric [ 1] from 0.92 to 0.68 (Additional file 1: Table S1).
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Using all calculated models permeability, a practical equation is proposed that consists of different statistical and fractal characteristics of fracture patterns using multivariate regression analysis (MRA).
We also examined inter- and intraspecific patterns using multivariate and phylogenetic analyses.
Information pertaining to affective states present in these response patterns was analyzed using multivariate pattern classification techniques.
Because of the information density of NMR spectra, data are routinely analysed by a combination of data reduction and pattern recognition methods using multivariate statistical analysis, such as principal components analysis (PCA) or partial least squares discriminant analysis (PLS-DA) [22].
For instance, using multivariate pattern analysis, it has been shown that activity patterns in S1 are separable when haptic exploration of different everyday objects is observed (Meyer et al. 2011).
Haxby, J. V., Connolly, A. C. & Guntupalli, J. S. Decoding neural representational spaces using multivariate pattern analysis.
Zarogianni, E., Moorhead, T. W. & Lawrie, S. M. Towards the identification of imaging biomarkers in schizophrenia, using multivariate pattern classification at a single-subject level.
Using multivariate pattern analysis we trained a classifier to decode numerosity in various regions of interest (ROI).
Moreover, in addition to the overall amplitude of the neural response, it would be of interest to study the effects of expectation on stimulus representations across the visual field, using multivariate pattern analyses.
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