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All subsequent analyses were conducted using the reduced sample of matched HRT continuers and discontinuers.
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As with the expanded training set analyses all case profiles continued to give consistent levels of classification likelihood although sample 6 changed assignment to European using the reduced 36 sample Moroccan training set.
To assess the relationship between sample size and matrix stability in the wing patterns, the modular architectures were also examined using reduced sample numbers and the results were compared to those obtained using all samples.
Then, I test the use of methods which employ the bulk of information in big data and other methods using a very reduced sample.
HTC screening of 40 novel Kynar® poly vinylidene fluoride) (PVDF /acrylic polyelectrolyte (PE) membranes focused on varying the Kynar® type (5×) and PE composition (8×) using reduced sample sizes.
The necessity to use reduced sample sizes, in order to achieve better spatial resolution in studies on the pore microstructure of Portland cement matrix composites, leads researchers to perform the fractionation of specimens.
Insulin sensitivity was assessed by the frequently sampled intravenous glucose tolerance test (FSIGT), using a reduced sampling protocol [ 17].
Examples are given to show how increasing sample size reduces sampling error; increasing the fineness of grind and using larger subsamples reduces sample preparation error, and increasing the number of aliquots analyzed and using improved technology (HPLC versus TLC) decreases analytical error.
Proteome fractionation with anion exchange chromatography was used to reduce sample complexity and increase quantitative coverage of protein expression.
Low-energy electron flooding (20 eV) was used to reduce sample charging.
SDS-PAGE in Tris-HCl gradient gels (4 15%, ReadyGel BioRad, Austria) was used to reduce sample complexity.
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