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We need a certain amount of data for them to be useful: a greater data set may support inferences that a smaller data set does not support (Mayer-Schönberger and Cukier 2014).
If there is an intrinsic background probability of LGT across all gene families, then the probability of observing transfer in a large data set is greater than the probability of observing transfer in a smaller one because more sequences mean more opportunities for observing a genetic transfer event.
For publishers, it provides a great alternate data set about your own traffic and about anyone else you're trying to research — and it helps you make money.
Increased autonomy for space exploration means greater data sets, which means greater potential for ground-breaking discovery.
"Improvements in computing technology have enabled the processing of greater data sets in less time, but the technology to enable efficiency of that process has not kept pace with agility demands of today's businesses," explains Robin Systems Chairmann and founding investor Rajeev Madhavan in today's announcement.
Measures of statistical significance were determined by two-tailed, unpaired, Student's t-Tests to distinguish significance between two data sets and a one-way ANOVA (Tukey's post-hoc) for comparison of 3 or greater data sets.
Sequencing-by-synthesis technologies (e.g., Illumina platforms) generate far greater data sets for a given effort and budget than pyrosequencing, and our use of these technologies in the time-series study will increase precision in abundance estimates.
Platforms like AWS and Google's Cloud Platform are obviously great for analyzing large data sets.
Classification algorithms may present great limitations on large data sets and show a performance degradation due to class imbalance.
This analysis shows a greater level of agreement with the complete data set when greater numbers of flies are analyzed per condition, as expected.
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