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Your goal is to arrive at a sample of data you know you can trust.
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.
A popular technique for speeding up queries at the cost of accuracy is to execute each query on a sample of data, rather than the whole dataset.
In the SampleClean project, we have developed a new suite of techniques to estimate the results of queries when only a sample of data can be cleaned.
A sample of data has been analyzed and gives a column density of 7.9 × 109 cm−2 for Mg and 2.6 × 1010 cm−2 for Mg+.
In our MOOCs, the typical assignment is for the participanting teacher to take a sample of student oral or written language, kind of how a "citizen scientist" takes and shares a sample of data, such as climate conditions or biodiversity.
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This chapter describes a sample of data-collection initiatives.
We use the Rough set theory and MATLAB tool to extract a sample of data-oriented implicit risk, seek for the decision-making knowledge rule, and verify the "2-3 structure" model of quality and risk of agricultural products.
Two thoughts come to mind: new housing statistics, both sales and starts, are not entirely reliable or stable when observed from month to month because they are extrapolated from a sampling of data.
Random walks have been used before, specifically using a sampling of data to calculate statistics from the Internet [10].
Edmunds' figures are based on a sampling of data from about 40% of U.S. dealers.
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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