Expand description
Parametric statistical tests for single-cell data analysis.
This module implements parametric statistical tests, primarily t-tests, optimized for sparse single-cell expression matrices. The implementations are designed for efficiency when testing thousands of genes across different cell groups.
Functionsยง
- fast_
t_ test_ from_ sums - Perform a t-test using precomputed summary statistics.
- t_test
- Perform a t-test comparing two samples.
- t_
test_ matrix_ groups - Perform t-tests on all genes comparing two groups of cells.
- t_
test_ sparse - Perform t-tests on a sparse matrix represented by raw components.