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Detect Differential Distribution (DD) Genes (Kolmogorov-Smirnov Test)

Usage

calc_signal_dd(exprs_mat, cell_types)

Arguments

exprs_mat

Log-normalized matrix (genes x cells).

cell_types

Factor of 2 cell types.

Value

Vector of adjusted p-values.

Examples

data(example_scrna, package = "scSimEval")
calc_signal_dd(example_scrna$ref, example_scrna$cell_types)
#>  [1] 0.9895096 0.5642625 0.5642625 0.8388210 0.4794990 0.9895096 0.6921413
#>  [8] 0.9895096 0.8388210 0.6921413 0.5642625 0.9895096 0.4794990 0.2070355
#> [15] 0.5642625 0.9895096 0.9895096 0.9895096 0.9895096 0.9176670 0.9176670
#> [22] 0.2096603 0.8388210 0.8388210 0.9895096 0.9895096 0.9895096 0.9895096
#> [29] 0.9895096 0.4794990 0.9895096 0.9895096 0.9895096 0.9176670 0.9895096
#> [36] 0.9895096 0.9895096 0.9895096 0.9895096 0.9895096 0.9895096 0.9176670
#> [43] 0.9895096 0.9895096 0.8388210 0.9895096 0.9895096 0.9895096 0.9895096
#> [50] 0.9895096 0.8388210 0.6921413 0.5642625 0.9895096 0.9176670 0.9895096
#> [57] 0.9895096 0.2095607 0.5642625 0.9895096