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As advised by Miller et al [ 114], we performed the distance interpolations using (i) residual distances derived from the linear regression of genetic vs. geographical distances [ 117] and (ii) MMS vs. geographic distances in order to account for potential correlation between genetic and geographic distances.
The age-specific differences are slight, and as laboratory confirmation is not considered geographically representative, it was essential to control for these geographic differences in order to identify the age-specific differences.
No wonder the Pacific-12 might be willing to make some academic and geographic compromises in order to get them.
The hitch was that the map's designer had to ignore geographic reality in order to "tidy up" the tangled system.
However, validation of the methods proposed here is required by applying them to a larger sample of individuals from different populations and geographic origins in order to avoid mainly false-negative results.
The idea here is that, instead of a program running every time a visitor goes to a page, the pre-loading has already been done and the user is immediately served a page that's directed from the closest geographic server, in order to reduce load times.
And, we address the human-computer interaction challenge by using a distributed approach that relies on multiple virtual machines working in parallel to carry out randomized scans in different portions of the geographic area in order to generate the active-learning based samples for human annotation.
Anthropologists have studied how features like hair color, skin color and face shape evolved differently across cultures and geographic regions in order to better understand how disease risk varies cross-culturally ― shedding light on why conditions like sickle-cell anemia and lactose intolerance occur at wildly different rates in different demographic groups.
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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