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These figures mostly confirm the indications of convergence that were derived from Table 2.
We found indications of convergence across generations towards the prevalence rates in the host population for smoking in Turkish men, for overweight in Turkish and Moroccan women and for physical inactivity in Turkish women.
In contrast to the aforementioned indications of convergence, among Turkish women we found a clear reversed trend for smoking: among first generation women (OR: 1.11, CI: 0.80 1.54) the prevalence of smoking was similar to ethnic Dutch women, while among second generation significantly more women smoked (OR: 1.64, CI: 1.20 2.23).
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Open image in new window Fig. 15 History plots showing two chains that are overlapped, an indication of convergence.
A distance between runs of less than 0.01 was used as an indication of convergence.
A value below 0.01 is a strong indication of convergence, while a value between 0.01 and 0.05 is typically acceptable for convergence.
Is there any indication of convergence when considering data quality metrics vs the number of images included, or does inclusion of all images always give the best data?
Further, we interpreted regression estimates of the relationship between GPBMs and other measures as another indication of convergence focusing on whether measures were significant predictors of the others.
The proportional hazards assumption of the Cox proportional hazards model was reasonable for most outcomes, although we found some indication of convergence for stroke/transient ischaemic attack, upper gastrointestinal bleeding, and hyponatraemia towards the end of the follow-up period.
For all the indications of the convergence of viewing habits, wide disparities still exist.
Indications of chain convergence and sampling variability for predictions at a given site are provided by the potential scale reduction factor (PSRF; if close to 1, then the MCMC chains have sufficiently converged), and the effective sample size Neff.
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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