Sentence examples for multivariate structure and from inspiring English sources

The effectiveness of secondary vs primary treatments of wastewaters in mitigating the effects of sewage discharge on the multivariate structure and diversity of rocky invertebrate assemblages was assessed over a nine-year period through a beyond-BACI experimental design.

We establish baseline knowledge of abundance, diversity and multivariate structure of macrobenthos from shallow sublitoral soft bottoms in the North Portuguese coast and elucidate main environmental factors that shape their spatial patterns.

We examined spatiotemporal variability in several assemblage-level metrics, including total biomass, total cover, taxonomic richness and multivariate structure, as well as variability patterns for individual taxa.

Indeed, further studies which consider the multilevel and multivariate structure of survival data are worth exploring.

The imputation method includes parameter uncertainty, preserves the multivariate structure in the data and has good coverage properties [ 15].

The multivariate structure is ignored in practice, and statistical analyses are applied one gene at a time (Delongchamp et al. 2004; Wolfinger et al. 2001).

These data sets comprised the aforementioned independent and dependent variables so that the imputations take into account the multivariate structure of analysis models as well as the associations between predictors and outcomes.

15 The multivariate structure of NMR spectral data requires appropriate statistical analysis to elucidate and interpret complex datasets with typically more variables than samples.

The summarized results indicate that the probabilistic methods preserve the multivariate structure better; sequential regression methods deliver greater accuracy of imputed data; and nearest neighbor methods end up with a more realistic distribution of imputed data.

In order to better specify the multivariate structure in the data of the charcoal kiln sites, we conducted a principal component analysis (PCA; cf. Venables and Ripley 2002).

Although the multivariate structure of traffic accidents has been recognized in the safety literature for over a decade now, univariate identification and ranking of hotspots is still dominant.