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At a macro level, each crowdfunded dollar resulted in $2.71 of venture dollars invested and the Medical category faired best with $7.11 of venuture dollars per crowd dollar – although across a very small sample set of three companies.
Additionally, we conclude that the benefit of advanced prediction techniques over simpler prediction techniques is not only the ability to learn on a very small sample set but is also the ability to improve its performance over time.
This results in privacy protection and easy management of such data but provides a very small sample set to get more detailed insights and identify more precise correlations between data elements.
This type of study generally requires more than just two observers, which constitutes a very small sample set.
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We analysed both the entire cohort (N = 109 families, N = 291 individuals) and a subgroup of families selected for the proband having language difficulties or a family history of dyslexia, as a single group to avoid analyzing very small sample sets (N = 74 families, N = 201 individuals).
This spiral also contains the highest risk as testing migrates from a very small sample data set used to prove components in Stage 1 to a real set of data and all of the issues that go along with real data.
And it's just a very small sample of a much larger set.
More complicated shrinkage approaches can be applied to improve test performance on data sets with very small sample size < 10.
As the concept of workhood has been explored in a limited geographical setting and with a very small sample size, the generalization of these results is difficult.
This test was chosen since it does not assume any specific data distribution and allows for comparison between sets with different (and also very small) sample sizes.
In terms of staff feedback surveys, the majority of these were based on very small sample sizes and the findings applicable to only that setting or service.
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