Description Usage Arguments Value
View source: R/data_integration_sketched.R
Subsample the samples in each batch, eighter weighted with the input weight.list or unweighted.
1 |
X.list |
a list of m ncells-by-ngenes, gene expression matrices from m data sets |
subsample.prop |
a scalar between 0 and 1. smaller proportion with results in fast computation but less accurate results. |
min.samples |
integer, minimum number of samples from each batch (20 by default). |
weight.list |
weights for performing weighted subsampling sketching. Note that the weight.list is a list of weights per batch. The weights for each batch is a vector of nonnegative values of the same size as the number of cells in the batch. No weight by default (weight.list=NULL). |
a list of subsampled datasets
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