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A second member of the research team (ML), using the same methods, independently collected these data from a random sample of 20 updated reviews; the 2 sets of results were compared for the purpose of validation.
Samples of updating parameters are obtained by the homogeneous design method, and the corresponding structural responses are obtained by finite element analysis, finally the response surface model for each updating parameter is fitted and verified.
For example, starting from uninformative beta(1,1) prior distributions for many of the rate and proportion inputs listed above, the posterior distributions were also beta distributed, after updating them using a sample of observed 'true' and 'false' outcomes.
The main loop includes the two main tasks that every CE method must perform, namely, the generation of a sample and the updating of the parameters associated with the chosen probability distribution.
He also urges his students to update their files, sending in grades, new awards and a sample of their very best recent academic work.
In 2005, 38percentt of a sample of its records had errors, and three years later, it still did not consistently update its records.
One may stop the iterations of the CoSaMP algorithm if the norm of updated samples is sufficiently small or the iteration counter reaches a predetermined value.
That enables the on-line training for the huge bulk of updated samples.
A random sample of 100 automatically updated identifiers were also checked manually.
The numbers are not from the long form on the 2000 Census but from a new annual survey, a sampling of 700,000 households, intended to yield continual updates on many of the same questions.
New York City now updates its property assessments annually by using a sampling of inspections and statistical estimates.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com