snip: Winsorize values at lower and upper quantiles.

In NMikolajewicz/scMiko: scRNAseq analysis functions. Developed using Seurat framework.

Winsorize values at lower and upper quantiles.

Description

Winsorize values at lower and upper quantiles.

Usage

snip(
  x,
  lower.quantile = 0.01,
  upper.quantile = 0.99,
  lower.cutoff = NA,
  upper.cutoff = NA,
  verbose = F
)

Arguments

x	Numeric vector
lower.quantile	lower quantile [0, 1]. Default = 0.01
upper.quantile	lower quantile [0, 1]. Default = 0.99
lower.cutoff	lower bound value to truncate data at. If specified, lower.quantile argument is ignored. Default = NA.
upper.cutoff	upper bound value to truncate data at. If specified, upper.quantile argument is ignored. Default = NA.
verbose	print truncation values. Default is F.

Author(s)

Nicholas Mikolajewicz

NMikolajewicz/scMiko documentation built on June 28, 2023, 1:41 p.m.