plot_residual_histograms: Plotting of histograms of residuals to visualize the...

In pernille267/commutability.selectivity: Commutability and non-selectivity evaluation tools

Plotting of histograms of residuals to visualize the normality assumption

Description

Plotting of histograms of residuals to visualize the normality assumption

Usage

plot_residual_histograms(
  data,
  raw = FALSE,
  MOR = TRUE,
  groups = "Comparison",
  method = "SNRR",
  units = "mmol/L",
  studentize = TRUE,
  include_curve = TRUE,
  save = FALSE,
  save_path = getwd(),
  save_name = "Auto",
  save_device = "pdf",
  size = 8
)

Arguments

data	A data table or data frame with data generated from residual_histogram_data, where Comparison, residuals, standardized_residuals and more are included. If raw data of type LFDT is the input, it will be converted to residual histo gram data. To allow such transformation set raw to TRUE, and use MOR and groups argument to control the transformation
raw	Is data raw, or is it on the appropriate form described in the data argument
MOR	Is your data table containing mean of replicates? Only need to specify if raw = TRUE
groups	What are the grouping column names? Only need to specify if raw = TRUE
method	What method should be used to calculate the optimal bandwidths
units	The units of the analyte considered. These are included in the x-axis and y-axis names of the plots
studentize	Should we studentize the raw residuals. Default is TRUE. If TRUE, you may choose if a N(0,1) density curve should be drawn. This may be triggered by setting include_curve = TRUE
include_curve	Should a density curve of a N(0,1) be displayed over the histogram to visualize the assumed normality. Only relevant if studentize = TRUE
save	Save plot to disk. Default is FALSE. If TRUE, you may specify saving location, file and other with the next four parameters
save_path	Saving location given by a string. Default is the working directory
save_name	Name of the plot used to save. If save_name = 'Auto', a generic name is used based on data
save_device	What file do you want to save the plot as. Valid inputs are 'pdf', 'png', 'jpeg', and more. Using 'png' will produce plots with retina dpi
size	What should the size of the saved plot be? The number specified is the height of the plot. The width of the plot is calculated based on this and the golden ratio

Value

A plot (ggplot2 object) based on data

Examples

print(1)

pernille267/commutability.selectivity documentation built on July 20, 2022, 9:11 a.m.