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In conclusion, despite the low numbers of samples studied, due to budget constraints, these data are still worthwhile reporting, as it is important for the control of HBV infections.
This consists in a mathematical model developed to analyze low numbers of samples [ 28].
However, in many instances the differences did not reach statistical significance, likely due to the low numbers of samples.
Supervised classification schemes with relatively low numbers of samples and high numbers of variables can lead to overfitting (Westerhuis et al., 2008).
This problem is evident mainly in Analysis 3, because of the high number of tests in addition to the moderate number of factors and low numbers of samples.
There was a final small cluster of low numbers of samples mainly consisting of T. foetus with Cryptosporidium spp. and/or C. perfringens and other species (N = 34, Figure 4[G]).
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Additionally, size distributions of the sampled tree species differ, due to differential maximal sizes, longevity and growth rates but also stochasticity associated with low numbers of sampled trees per species in a typical field study.
K-fold is chosen because of the low number of samples.
The investigations were carried out with a very low number of samples.
Due to the low number of samples, no statistical analysis was performed, and all following observations refer to trends.
Clearly, we are able to represent EEG signals with a low number of samples and reconstruct them with high fidelity.
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