In fact advantages of multivariate statistical techniques for environmental data can be summarised as: reflect more accurately the multivariate nature of natural ecological system.
Various techniques to reduce the complexity of the multivariate nature of these prototype option pricing models are discussed.
The spatially varying tensor fields that arise in magnetic resonance imaging are difficult to visualize due to the multivariate nature of the data.
This process, inter alia, contracts the stress to a scalar, losing the directionality and multivariate nature of the real stress state.
Yet tools to map, model, predict, and change connectivity are difficult to develop, largely because of the complex, dynamic, and multivariate nature of interactions between brain regions.
Use of models and computational methods is made possible by the increasing quantitative understanding of the multivariate nature of the microstructure property relations responsible for materials behavior.
Exploring such kind of networks in visualization is of great significance and full of challenges as its time-varying and multivariate nature.
Because of the multivariate nature of the presented problem, it is impossible to make technological conclusions based only on formulae or diagrams.
Standard engineering procedures, such as adopting high return periods as reference events, are a simplified means of handling the complex and multivariate nature of snow avalanches.
We also recognize the multivariate nature of the injury counts by injury severity level within each census tract (as opposed to independently modeling the count of pedestrian injuries by severity level).
To examine the multivariate nature of risk factors for youth violence including delinquent peer associations, exposure to domestic violence in the home, family conflict, neighborhood stress, antisocial personality traits, depression level, and exposure to television and video game violence.
