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There are no precise tests to develop sample size estimates for gene expression profiling, so we started with theoretical principles and then applied empirical observations to support the sample size for these experiments a priori.
The theoretical principles and the empirical observations used to support the sample size for these experiments a priori were essentially as we described before [ 40].
The HUASs provided data that informed the design and conduct of the case-control study, such as whether each site's DSS population was likely to support the sample size requirements for the case-control study.
Although the sample size seems the most important limitation of this study, power analysis and the value E support the sample size which is appropriate according to the three Rs.
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Agencies funding clinical trials demand a clearly stated research question, evidence – often in the form of a pilot study – supporting the sample size, and a statement justifying the analysis.
We considered only 88 FLOSS support entities as the sample size, but the total number of FLOSS support entities within the Open Hub is much higher.
Given that attendance in the community services of the six targeted primary health care centers was 13,000 in the past year and that the prevalence of daily smokers was about 11.1% of the population in 2011 [ 24], it is estimated that recruiting participants from the six health care centers over a period of seven to eight months can support the required sample size of the study.
However, our analysis stratifying directly by IGF-1 level did not support this hypothesis, although the sample size was limited.
Based on a response rate of 40% (supported by Phase I) the sample size increased to 40.
The more complex beta-binomial model was not supported by the data, given the sample size, while the nested, less complex binomial distribution was supported.
We regard it as an observed difference, which has not been proven yet, and needs additional research or additional support, as by increasing the sample size, in order to achieve significance or it will continue to be an unproven observation.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com