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Columns are: p is the weight on a diagonal matrix, Bayes Acc. is the optimal accuracy possible, n is the total sample size, Prev. is the prevalence from the most prevalent group, % t is the optimal allocation proportion to training, Full data Accuracy is the mean accuracy when n = 240, and Opt.
Interestingly, the prevalence from LCA was quite close to that obtained by using the standard cut-point analysis.
The models testing the effect of location revealed that a North-South gradient (Y coordinates) was significant for wild boar (Chi2 = 11.57, 1 d.f., p<0.001) and red deer (Chi2 = 6.65, 1 d.f., p<0.01), decreasing the prevalence from the North to the South (Figure 1), whereas no spatial pattern was evidenced for fallow deer.
The observed prevalence of LTBI (24.9%) matches with the prevalence from the literature.
The prevalence from the community-based studies was relatively low, around 6%.
We therefore found it relevant to use the prevalence from the study by Hansen et al. in our study.
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Also, the working group used the estimated prevalence from the National Family and Health Survey (NFHS) conducted throughout the country with state-level representation in the high prevalence states.
Changes in the birth prevalence from the period before to the period after fortification were estimated with Poisson regression.
Sensitivity and specificity of the test [ 23] were used to calculate the true prevalence from the observed test prevalence [ 26].
16 Among studies from national representative samples, the prevalence varied from 4.3%20to8.9%.9%.
This indicates that the estimated prevalence from the final model was credible.
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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