kendall_correlation: Kendall Correlation

In tinglab/redPATH: Reconstructing the pseudo development time of cell lineages in single cell RNA-Seq data and applications in cancer.

Description

It calculates the highest kendall correlation of the ordered cells. Evaluation in the range of [-1, 1] with 1 being perfectly aligned.

Usage

kendall_correlation(cell_labels_int, pseudotime, order = F)

Arguments

cell_labels_int	The cell type labels written in terms of int, with ordering of cell types. For example, qNSC -> aNSC -> NPC becomese 1 -> 2 -> 3.
pseudotime	The pseudo time / order index calculated from various softwares.
order	Defaults to FALSE for input of pseudo-time, TRUE for input of an order index of cells

Examples

kc <- kendall_correlation(cell_labels_int, redpath_pseudotime, order = F) 

tinglab/redPATH documentation built on May 31, 2019, 10:37 a.m.