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The experimental results confirmed that (i) the overhead to support these QSLB features is minimal, (ii) the QSLBs retained their share of the cluster capacity even in dynamic environments, and (iii) using the recommended cluster capacity improved the QoS met percentage.
This level can be considered as a recommended cluster similarity cutoff.
The recommended cluster size might be adjusted accordingly.
To explore the impact of using this decision rule on survey performance and associated costs, we also explored classification into relevant treatment categories using the decision rules proposed for each threshold based on the number of positive children in the recommended cluster sample of 308 (< 10%: 18, < 20%: 44, < 50%: 66).
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Using the recommended clustering algorithm in combination with a Kernel Density Estimator, the RCM is parametrised automatically without user interaction.
Although cluster effect was not expected to be large in ISAAC studies [ 28], methods for correlated data were computed as recommended when cluster sampling is implemented [ 35].
Although cluster effect was not expected to be large in ISAAC studies [ 9], methods for correlated data were computed as recommended when cluster sampling is implemented [ 34].
We clustered our assemblies using a similarity threshold of 95% and a word size of 8 bases (recommended for clustering with high similarity).
In addition, a feasible size of 96 samples is recommended for clustering to maximize statistical significance.
Intention-to-treat analyses were based on cluster-level summary values for each of the outcomes, the recommended approach for cluster randomised trials with fewer than 15 clusters per arm.
5 6 7 8 9 10 11 12 13 14 15 16 17 18 For example, a review of 152 cluster randomised trials published 1997-2000 found that most of them did not adhere to recommended methods for cluster randomised trials.
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