This allows the statistical variability of experimental data to be accounted for.
However, classical clustering methods such as k-means clustering or hierarchical clustering are not guaranteed to produce clinically interesting subtypes because the main statistical variability could be dominated by genes not associated with interesting clinical phenotypes.
Consequently, the reduced statistical variability from adding historical controls is accompanied by potentially decreased representativeness of the control data.
Achieved results show that such rock type, renowned worldwide for its importance, cannot be represented by standard engineering geological parameters, because its properties are affected by a great statistical variability, which could condition its use as construction or decorative material.
Reproduction of the same statistical variability of tow orientation as in these experiments is successfully achieved by combining the VariFab code with a simple genetic algorithm.
Specifically, the outcomes are primarily determined by the treatment rather than imaging, and statistical variability in the treatment effect tends to mask the effects of imaging such that trials to demonstrate the impact of imaging need to be large, expensive and prolonged.
In region 7, plant species flowered later in the year over historical time outside of the influence of the increased variability in minimum temperatures, as indicated by the statistical significance of the variable 'year'year
The probability distributions show how much statistical variability can be reduced by further research (which would narrow the distributions).
The results of various hydrological indicators show that most of the uncertainty arises from the natural climate variability followed by the statistical post-processing.
AB led the statistical and variability analyses, assisted by CH, GG, AL, TR, GR and DF.
