Description Usage Arguments Value Author(s) Examples
DUBStepR - Obtain a list of feature genes to characterise cell types
1 2 3 4 5 6 7 8 9 |
input.data |
input gene expression matrix (genes x cells) |
min.cells |
minimum number of cells to filter genes out |
species |
species to use for gene filtering: "human" (default), "mouse" and "rat" |
optimise.features |
Determine optimal feature set using density index |
k |
number of nearest neighbours. Default is 10 |
num.pcs |
number of principal components to represent sc data. Default is 20 |
error |
Acceptable error margin for kNN computation. Default is 0, but is set to 1 for large datasets |
Returns optimal feature set
ranjanb
1 | res <- DUBStepR(input.data = pbmc_norm_small_data)
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.