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This technique is well-suited for noisy and correlated variables and obtains robust classification models, having a clear interpretation of the systematic variation useful to characterize each component [ 33, 34].
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ECxx has a clear interpretation as it is always an estimate of the concentration which causes a response of xx %.
This is also the reason why colored group field theories have a clear interpretation as orientable pseudo-manifolds [19].
In the case treated by Luan and Yang the term (|x|^2+|y|^2) has a clear interpretation as the square of the Euclidean distance to the centre of (mathbb {H}^1), which here actually coincides with the Carnot Carathéodory distance.
However, in contrast to the principal components of PCA, each of the harmonics of TFA has a clear interpretation in terms of intra- and inter-annual cycles of changes in their respective variables [13].
Equations (26) and (27) have a clear interpretation.
The parameters of the broken-stick model and the bent-cable model have a clear interpretation.
Given the log skin cancer scale the coefficient of linear regression has a clear interpretation by differencing the natural logarithm transformed values resulting in a percentage scale.
Factors with two items were only retained where the items were highly correlated (r > 0.7), were only weakly correlated with other variables, and had a clear interpretation [ 34].
Furthermore, the parameters of mechanistic models have a clear interpretation and can give valuable insights to sources of noise in the underlying technology.
The domains in the final EFA fulfilled the statistical criteria, explained the highest percentage of variance and had a clear interpretation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com