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i.e. the probability of discarding a packet grows exponentially with the total queue length.
In summary, we designed an integral analysis pipeline for mutational screening via SOAP v1.0 that resulted in a low false positive rate with a low probability of discarding real positive variants, with which we identified 8 candidate variants that are currently under functional characterization.
This conclusion is similar to some previous suggestions [ 5, 19] but not all [ 21], confirming that a liberal single-locus cut-off (i.e., p <.05) greatly reduces the computational task while minimizing the probability of discarding potential epistatic loci.
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Minimizing the probability of discards is an important step in mitigating environmental impacts of fishing activities and maximizing economic gains from fish stocks.
To do so, we assumed that the probability of discard increases with time, and thus anticipated modeling the time to discard using a Weibull distribution; without prior knowledge we assumed the mean time would be 180 days with a shape parameter of 3.
These also indicated adequate convergence and stationarity of the posterior probability distributions after discarding the burn-in.
Number of discarded generations was determined for each run based on visual analysis of the plot showing generation versus the log probability of observing the data.
Number of discarded generations was determined for every run based on visual analysis of the plot showing generation versus the log probability of observing the data.
To find the models to be included in the BMA summation, we use the Occam's window principle, according to which models that are substantially worse than the best model found (by a factor of C in posterior probability) are discarded [ 28].
Missing data imputations will be performed on variables with high probability of missingness, either by discarding or replacing data with the mean of the observed values for that variable.
It has been proposed that not only should pretest probability not be discarded in favour of using calcium scoring but the combination of the two methods is a more powerful predictor of the need for further investigation and treatment.
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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