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The inherent sampling of data from a wide range of sources and cell types is an advantage of text mining.
As described below, the parameters that determined l x and m x had their own distributions, allowing for the sampling of data from these distributions during each of the 10 000 model runs that were undertaken in each simulation.
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They each involved taking a large sample of data from digital music listeners and analysing patterns in how their preferences matched their demographic groups.
In the case of McAllen, I was able to get help from two private research companies with access to a sample of data from self-insured employers from the two cities.
The study (pdf) is based on a five-year sample of data from the 2005-9 AmeriCommunitynity Survey.
They can also be spread over the internet via widgets that pull out samples of data from particular databases.
Unlike the satellite weighting, this scheme is a priori and not based on samples of data from each observatory.
Then, using samples of data from real and simulated buildings, this paper proposes metrics that are appropriate for quantifying occupants' impact on buildings.
The objective of shortening LIST69 while keeping as much of the original scales as possible was conducted as follows, balancing consideration of content with statistical calculations: in a first step, the complete sample of data from 2011/2012 until 2013/2014 (N = 2374) was randomly split in half.
The songwriter then mixed in a sample of data from NASA's Voyager spacecrafts that had been converted into melodies, and posted the cover on YouTube on July 16 , 2014
However, it is not a computationally trivial task to impute very large samples of data from so many subjects.
Write better and faster with AI suggestions while staying true to your unique style.
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