These are typical problems when bivariate approaches are used instead of multivariate approaches.
Factor analyses and other multivariate approaches may elucidate the specific multivariate determinants of PM redox activity.
As there are various imbalance indicators, the optimal approach would be to develop a multivariate approach to jointly incorporate all the informational content of the indicators.
There has undoubtedly been a shift in the thinking on meta-analysis towards a multivariate approach, as it is considered more 'statistically rigorous' than other methods [ 9].
With the emergence of chemical resistance there is a pressing need for comprehensive interpretation of collected data such as that offered by the multivariate approach.
Since there were no significant deviations from the normality assumption, the general linear model (GLM) was performed using a multivariate approach for left and right side measurements separately for the blocks of dependent variables.
All these techniques are strongly supported by a multivariate approach.
Extraction conditions were optimized using a multivariate approach.
SWISS takes a multivariate approach to determining the best processing method.
We then analyzed all phenotypes using a multivariate approach (see figure 4).
