density_plot: Density Plot

In EvaYiwenWang/PLSDAbatch: PLSDA-batch

Density Plot

Description

This function draws an overlap of multiple density plots for each batch.

Usage

density_plot(
    df,
    title = NULL,
    batch.legend.title = "Batch",
    xlab = "Value",
    color.set = NULL,
    title.hjust = 0.5
)

Arguments

df	A data frame used to draw the density plots.
title	Character, the plot title.
batch.legend.title	Character, the legend title of batches.
xlab	Character, x-axis title.
color.set	A vector of character, indicating the set of colors to use. The colors are represented by hexadecimal color code.
title.hjust	Numeric, horizontal justification of the plot title, in the range of 0 to 1.

Value

None.

Author(s)

Yiwen Wang, Kim-Anh Lê Cao

See Also

Scatter_Density, box_plot, alignment_score and partVar_plot as the other methods for batch effect detection and batch effect removal assessment.

Examples

# The first example
library(TreeSummarizedExperiment) # for functions assays(),rowData()
data('AD_data')
# centered log ratio transformed data
ad.clr <- assays(AD_data$EgData)$Clr_value
ad.batch <- rowData(AD_data$EgData)$Y.bat # batch information
names(ad.batch) <- rownames(AD_data$EgData)
ad.df <- data.frame(value = ad.clr[,1], batch = ad.batch)
density_plot(df = ad.df, title = 'OTU 12')

# The second example
colorlist <- rainbow(10)
density_plot(df = ad.df, title = 'OTU 12', color.set = colorlist)

EvaYiwenWang/PLSDAbatch documentation built on Jan. 19, 2024, 11:19 p.m.