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First, by dividing the predictor into equal categories, then plotting the log odds of the outcome against the category means of the predictor and visually assessing the linear relationship.
One exegetical device of the Jewish rabbis (teachers, biblical commentators, and religious leaders) was that of gezera shawa, "equal category," according to which an obscure passage might be illuminated by reference to another containing the same key term.
However, even with equal categories for the two measures, if the distributions are not the same, then it is not possible to obtain a perfect correlation between the two measures [ 40].
This scale had the additional advantage, that for analysis, it could be divided into three equal categories, overcoming the problems associated with presenting a three point scale to participants, namely a loss of information through limited response options and a related reduction in reliability [ 23, 16, 25].
From this perspective, the 'separate-but-equal' category of civil unions retains the harmful legal symbol of inferiority (Card 2007, Mohr 2005, 89, Calhoun 2000, Chapter 5; cf. Stivers and Valls 2007).
We divided the latter two into four equal categories for analysis.
The number of remaining teeth (range: 0-32) was categorized into 3 equal categories 22-322, 11-21, and 0-10 teeth).
For each promoter, the sequence from 2,200 basepairs upstream to 500 basepairs downstream of the transcription start site (TSS) was analyzed for CpG content, and five equal categories defined.
This was recoded into four approximately equal categories containing 0 10, 11 20, 21 30 or 31+ local off-sales outlets and 0 3, 4 9, 10 19 or 20+ local public houses (pubs).
For analysis purposes, average daily television viewing data were classified into four roughly equal categories (<2 h/day, 2 4 h/day, 4 6 h/day and ≥6 h/day).
Participants were grouped into five roughly equal categories according to their frequency of whole grain consumption and into quintiles according to their cereal fibre intake.
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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