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Furthermore, this technique was able to identify the most representative variables associated with their respective clusters.
The most representative variables for Clusters 1 through 5 were PSQI, IS, acceleration index, sleep time, and mesor, respectively.
Variable cluster analysis is a method for grouping variables based on the similarity of their characteristics and identifies the most representative variables in clusters.
The tests were conducted to assess the performance of the general calibrations that were applied to estimate the moisture of the soils excluded from the training process, although the ANNs have such a potential; the most representative variables in descending order of importance were as follows: organic matter, sand, clay, and bulk density.
This study also showed time-related changes during the complex task of foot rollover, among the most representative variables of foot loading transfer and management, and that can help better interpret the changes in PP and PTI variables.
The space of the first two principal components shows that motility, abnormal acrosomes, and proximal cytoplasmic droplets are the most representative variables, and that the multivariate characteristics of the three regions are quite distinct from each other.
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* and italic font denotes most representative variable in the cluster.
IS was significantly associated with YMRS scores in all analyses and was identified by cluster analysis as the most representative variable in its cluster.
It can be seen from some of the above advocated models that job satisfaction has been deemed the most representative antecedent variable to directly anticipate the turnover intention, and this is manifest in many empirical studies [ 1, 17, 18].
The model complexity is minimized in a structure selection search, performed by a genetic algorithm that selects simultaneously the most representative subset of variables and also the number of fuzzy sets in the fuzzy partition of the selected variables.
The response variables selected were the concentration of the two most representative compounds in C. langsdorffii, kaurenoic acid (diterpenic acid) and quercitrin (glycosylated flavonol), total flavonoids content, and antioxidant activity (measured by DPPH and TEAC assays).
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