performPCA: Calculate Principal Components for the Enrichment Scores

Description Usage Arguments Value Author(s) Examples

View source: R/processing.R

Description

Using all or selected enrichment scores of individual single-cells, this function will calculate principal components using scaled values and attach to the output columns to use to graph later.

Usage

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performPCA(enriched, groups)

Arguments

enriched

The output of enrichIt.

groups

The column headers to use in future graphing functions.

Value

Data frame of principal compoenents

Author(s)

Nick Borcherding

Examples

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ES2 <- readRDS(url(
"https://ncborcherding.github.io/vignettes/escape_enrichment_results.rds"))
PCA <- performPCA(enriched = ES2, groups = c("Type", "Cluster"))

escape documentation built on Nov. 8, 2020, 8:21 p.m.