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Recent literature is unanimous in making the point that categorising continuous predictors should be well justified and motivated, and that, if necessary, the selected criterion for categorisation should be objective and sufficiently validated.
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Table 1 presents the independent variables used in the univariable and multivariable linear regression analyses, methods and instruments used for data collection and criteria for categorisation of the variables.
Because of greatly varying criteria for low-risk categorisation, care standards, midwives' training, cooperation between FMUs and OUs, etc, considerable caution must be observed when generalising findings to other settings and countries.
For the uni-dimensional measurement approach, the criteria for treatment response categorisation were also modified with PR being defined as >30% decrease in tumor diameter, SD being <30% reduction to <20% increase in diameter and DP being >20% increase in tumor diameter[ 8].
"Myths and beliefs are domains of experience that are relevant for categorisation," Lakoff writes.
This chapter propses a descriptive framework for categorisation and characterisation of the different forms of interaction with visual abstractions (VAs).
This is similarly true for categorisation of energy system modelling challenges.
Table 4 for categorisation of major themes.
The worst response at any site was used for categorisation.
Random-effects can also account for continuous covariates in the analysis, without the need for categorisation.
The present paper gives a summary of reasons for categorisation and methodological drawbacks of this approach.
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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