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The phrase "analysis based on percentage" is correct and usable in written English.
It can be used when discussing a method of analysis that relies on percentage calculations to draw conclusions or insights from data.
Example: "The analysis based on percentage revealed that 60% of respondents preferred option A over option B."
Alternatives: "percentage-based analysis" or "analysis using percentages."
Exact(1)
With our approach (responder analysis based on percentage change from baseline) this was not generally the case with less simple outcomes, including fatigue, Fibromyalgia Impact Questionnaire scores, anxiety, depression, and most domains of SF-36, apart perhaps vitality.
Similar(59)
To compare DHS activity between different CNS regions and developmental time points, we performed a hierarchical clustering analysis (based on the percentage of overlapping DHS peaks pairwise between each tissue) of developing and mature CNS samples.
A quantitative analysis based on the percentages of one- and two-stained populations supported our findings, as profiled in Fig. 5.
Variance analysis based on the percentages of Phe biodegradation showed that the presence of other PAHs had little effect on phenanthrene biodegradation.
Homology analysis, based on highest-percentage nucleotide identity, indicated that HK isolates were closely related to TW20, whereas BJ isolates were more closely related to T0131 from Tianjin.
We performed a further analysis based on predicted FEV1 percentage and these axes and the item groups remained the same in this analysis [Additional file 4].
We performed descriptive analysis, based on frequency distribution and percentages, to assess characteristics of the patients and the physiotherapists, and the treatments used.
As for Gardner's effort to oust Udall, the HuffPost Pollster analysis, based on available public polling, has shown the candidates within 2 percentage points of each other for months.
For each tumour, analysis was based on percentage of fibroblasts compared to total cells forming the tumour.
Write an analysis based on your findings.
(D) Similarity Analysis (Anosim Analysis) based on Unifrac algorithm.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com