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In the real world, this is not possible to know; however, if one can reliably predict the RMSD accuracy of a conformer model, then one can devise an RMSD separation value that could be used as a sampling threshold with some statistical assurances that the sampled conformer model should have at least one conformer within the sampling RMSD some significantly large percentage of the time.
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For example, if a client's RC is always above the MNRC for the base layer, no frame dropping would occur (within the statistical assurance of the base layer outage probability constraint).
"Expectation" also has a probabilistic meaning which involves some stated statistical assurance.
It provides the statistical multi-constrained QoS assurances and load balancing for service composition.
The model was subjected to a comprehensive statistical analysis for quality assurance using sensitivity analysis of inputs/parameters, and uncertainty analysis to estimate confidence intervals on parameters and model predictions (error propagation).
Much time and effort was invested in quality assurance of statistical analytical techniques, which made the data comparable between the different countries.
This process involves a seven-step integrity analysis, followed by approximately 150 sampling and statistical validity and integrity assurance crosschecks on all hospital supplied data.
During RECORD the issuing of reminders substantially increased the number of included patients, with corresponding gains in statistical power and the assurance of reducing the bias by avoiding the need for imputation.
The protocol that has been made public does not discuss how many samples are taken, where the samples are being taken, chain of custody procedures, quality assurance procedures, or statistical power.
Before statistical analysis, rigorous genotype quality assurance was performed to ensure accurate binning of alleles.
The sponsor, Eli Lilly, is responsible for overall study management, regulatory affairs, statistical analysis and data quality assurance.
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CEO of Professional Science Editing for Scientists @ prosciediting.com