Description Usage Arguments Value
Calculate the ratio of variance explained by ICA or PCA to CCA
1 | CalcVarExpRatio(object, reduction.type = "pca", grouping.var, dims.use)
|
object |
Seurat object |
reduction.type |
type of dimensional reduction to compare to CCA (pca, pcafast, ica) |
grouping.var |
variable to group by |
dims.use |
Vector of dimensions to project onto (default is the 1:number stored for cca) |
Returns Seurat object with ratio of variance explained stored in object@meta.data$var.ratio
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