# Correlation-Based Feature Selection for Single-Cell RNA Sequencing Data

## Documentation for package ‘DUBStepR’ version 1.2.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

DUBStepR | DUBStepR - Obtain a list of feature genes to characterise cell types
findElbow | Find the Elbow in a Curve
getCorrelationRange | Compute the correlation range values for all genes in the gene-gene correlation matrix.
getFilteredData | Filter the dataset by removing lowly expressed genes and mitochondrial, spike-in and ribosomal genes
getGGC | Compute the correlation range values for all genes in the gene-gene correlation matrix
getOptimalFeatureSet | Determine the optimal feature set using Density Index (DI)
logNormalize | Log-transform and normalize data by sequencing depth
pbmc_norm_small_data | Small PBMC dataset
runStepwiseReg | Run step-wise regression to order the features