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Then, a single MD is identified that split the entire training set into two or more homogenous subsets and shows the lowest possible false assignment before being chosen as parent node.
One approach is the use of biomarkers to define more homogenous subsets.
Stratification analysis creates more homogenous subsets of patients and thus may increase the power to detect association despite loss of sample size.
This approach improved the power of our analysis and allowed us to perform three separate overall analyses and subsequent subgroup analyses on more homogenous subsets of studies in contrast to Moore et al.[ 10] who were unable to meta-analyse the results of highly heterogeneous N = 7 studies.
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By restricting to the serous invasive subtype, we achieve a more homogenous subset of ovarian cancers likely to have similar etiology and genetic factors and avoid diluting the magnitude of associations.
According to our review, it is uncertain whether a more homogenous subset of patients can be achieved with the Canada-2003 and ICC-2011 case definitions.
This was facilitated by a multivariate statistical technique, cluster analysis, which was specified to divide the sample into no more than 2000 relatively homogenous subsets (i.e. clusters) of similar articles.
As only women who were post-menopausal at baseline, not on HRT and not taking any other medications influencing bone turnover (calcium supplements, sex hormones, steroid tablets, steroid inhalers, diuretics and tamoxifen) were selected for this study, the genotyped subset are more homogenous than the entire APOSS cohort and are free from any confounding effects on bone loss or baseline BMD.
Tukey HSD tests on bolting group revealed two homogenous subsets; September-bolting plants produced the most fruit (mean = 46.93, SE = 2.9), which was significantly more than any other group, with July-bolting plants (mean = 36.0, SE = 1.1), August-bolting plants (mean = 33.4, SE = 1.0), and June-bolting plants (mean = 31.2, SE = 2.1) all producing significantly fewer fruit.
It is much more homogenous".
We're a more and more homogenous nation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com