synthetic samples for small datasets in bioinformatics

synthetic samples for small datasets in bioinformatics

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Can we use synthetically generated samples (derived from the distribution of the existing small dataset) for data analysis?

Dataset is comprised of various bacterial quantity units of donor samples, but it is small (around 20-30 samples). Can we get synthetical samples using statistical methods from this small-sized dataset?


synthetic-data


ML


small-dataset


statistics


bioinformatics

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