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For all these methods, multiple independent trials of simulation are tested and the average results are reported in the paper.
Hence, it is an important strategy to ensure precision by insisting upon convergence of multiple independent trials toward a single low-energy solution.
Survival data were generated by simulating multiple independent trials by the Monte Carlo method in the statistics package R. Patient recruitment was modelled at a constant rate over a time period of 10 units, without loss of generality.
For example, an RRS estimate based on a sample of only 10 fishish could vary greatly across multiple independent trials given the stochastic survival of offspring (Box 2).
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An alternative approach for gauging the efficacy of a treatment system is to pool the results from multiple independent ballast trials and to examine them simultaneously.
This is because the proportion of sites under positive selection may simply be a sum of multiple independent Bernouli trials that each determine whether or not a given site is under positive selection), divided by the total number of sites.
The results collected from performing multiple independent Bernoulli trials, such as throwing our twenty-sided die 1,000 times, follow a binomial distribution [ 14, 15], which can be used to calculate the variation in the number of times the black surface is expected to show.
When multiple conditions are required, multiple independent experiments are run.
In Fig. 6, we show results of 10 independent trials for this multiple source setting.
Figure 9 shows results of 10 independent trials for this multiple source scenario.
To determine how summing the results from multiple trials affects statistical power, we calculated the probability of identifying noncompliant concentrations of 11−14 zooplankton·m−3 for 1−15 independent trials, using 7-m sample volumes.
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