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Chunk #31 — Online Methods — Analysis — Downsampling Analysis

Source
chromVAR: inferring transcription-factor-associated accessibility from single-cell epigenomic data.
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To downsample a sample with X total fragments to a depth of Y total fragments, we use the fragment count matrix and for each fragment within a peak retained each fragment with probability Y/X. Thus the downsampled samples are equivalent to having approximately Y total fragments, but not precisely.