Benefits of using a diverse experimental population are the reduction of erroneous interpretations due to strain-specific effects and the detection of new phenotypes that are not present in standard inbred laboratory strains (Yang et al., 2007, 2011).
However, in principle the process relies on two stages of further reduction and interpretation of the data.
The inclusion of the three categories of respondents served the purpose of triangulating the data obtained in this study and the reduction of bias in interpretation of participants' responses.
Although principal component analysis (PCA) is widely used for the dimensional reduction of biomedical data, interpretation of PCA results remains daunting.
The problem of environmental data reduction and interpretation of multiconstituent physicochemical and biochemical measurements can be more easily handled through application of robust multivariate methods and exploratory data analysis (Brown 1988; Wenning and Erickson 1994).
It includes the determination of the measurement data, the reduction and interpretation of the data to usable form, and, conversely, the establishment of relative position and size according to given measurement requirements.
The student appraised the importance of the outcomes and translated them into clinically meaningful summary statistics, such as number needed to treat, absolute risk reduction and relative risk reduction, and interpretation of confidence intervals.
PCA has been shown to be an effective tool in the reduction and interpretation of gait waveform data (Deluzio and Astephen 2007), extracting the most important patterns of variability within subject waveforms called principal components (PCs).
This new contract will save at least £18m a year on the cost of interpretation and translation, a reduction of almost a third, but will ensure that high quality interpreters and translators are still available to those in need".
The reduction of beam parameters and resulting interpretation of the simulation is straightforward, but not trivial.
