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We analyzed the number of patients within category #1 using the benefit index scale from 1 to 5, and compared the data with the distribution of category #2.
After the FCM clustering, the probability distribution of category for each cluster can also be obtained (say q).
For example, according to the gene functional category information, we can get the probability distribution of category for the data set (say p).
Linacre [ 37] suggests the following criteria to assess adequate functioning of rating scale categories: (1) More than 10 observations per category (or the findings may be unstable, i.e., non-replicable); (2) A smooth distribution of category frequencies.
Also, Lysinibacillus harbors the smallest distribution of category M (Cell wall/membrane biogenesis) features, which is almost identical in its pan- and core genome, whereas a shift was observed in B. cereus group and in B. subtilis, with a slight overrepresentation in the pan genome compared to the core genome.
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However, the categories demonstrated uneven distribution of categories (high SD, 0·72).
The distribution of categories reflects their relative relevance to the condition within the dataset.
Distribution of categories between non-OA and OA was compared with Chi-square test.
We performed unsupervised clustering of carcinoma cases according to their protein expression profiles, and we tested distribution of categories of clinical and molecular variables in these groups.
Across the 17 PROs, most of the "difficulty" questions possessed the characteristics (fewer, concise and labelled categories) but not all demonstrated even distribution of categories (Table 3).
The distribution of categories in papers is shown in Table 1, with RES the most frequent category and MOT and GOA the least frequent.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com