Three concerns come to the forefront: (1) is there adequate representation of the survey's target population?; (2) would there be enough data to help refine the survey?; and, (3) without replication, would the quality of the data suffice?
Of course, external validation is still strongly recommended when the amount of data suffices, in which case the cross-validation process will still enhance the rigor of the validation.
In our view, the present data suffice to show that the ethical issues related to clinical trials are insufficiently understood.
This objective is achieved by selecting the proper model specified by λ1 and λ2 that best fits the data and suffices the statistical significance.
When one considers that the process of collecting fully sampled data can have a dramatic impact on the lifetime of the network, we can conclude that given a limited set of representative data suffices for SS-MC.
Any genome-wide (or chromosome wide) HTS data suffices, as long as enough HapMap SNPs are covered sufficiently to allow genotype calling.
Both of these results—whole-genome sequencing data suffices and real-time monitoring is informative are proofs of concept and should be used as an encouragement to design prospective studies where patients' responses to therapies are monitored in real time via WGS.
While terminologies created from data suffice for many applications, mappings to standardized guidelines promote portability and help on quality control.
It may also apply when we "store and transport" data, as in compression, distributed sensing and data fusion: a succinct summary of the data might well suffice and save significantly on communication between multiple sites.
It is found that the correlation analysis model obtained results in reasonably good agreement with the experimental data, which suffices for engineering design.
Therefore, it is important to analyze the extent to which the data required by REACH suffice to make a hazard assessment.
