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Multivariate analyses designed to identify significant biotic and/or abiotic variables associated with patterns of organic substrate utilization (assessed using the BIOLO G™ System revealed the overall similarity in substrate utilization by the soil microbial communities.
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Further multivariate analyses were designed on the basis of those results.
Univariate and multivariate analyses were performed to design a weighted prognostic scoring system.
While multivariate analyses such as PCA are designed to solve that problem by compressing the number of meaningful parameters (see next section), we propose an intermediate solution which consists of a visual stacking of the results of the uni-variate analyses performed on each parameter.
We used univariate and multivariate analyses in a nested sampling design at three locations in eastern Maine to show the relationships between environmental and macrofaunal assemblage variables.
Future research should endeavor to incorporate multivariate analyses with more complex study designs to better delineate the putative drivers of vascular toxicity.
VVB designed ROC curves and performed multivariate analyses.
Design: Bivariate and multivariate analyses were conducted to determine the relationship between Medicare coverage type and perceptions of health care access, affordability, and quality.
The asymmetrical design of the multivariate analyses revealed a statistically significant impact of the farm on fish assemblages, with expressed seasonal species variation.
Further research using improved methodologies (e.g., longitudinal designs, standardized measures, multivariate analyses) is needed to examine the broader social context in which HIV risk behavior occurs and identify underlying processes.
All multivariate analyses accounted for the multistage cluster design using survey estimation methods in Stata 11.2 (College Station, TX).
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