OneFactor: Analysis for a continuous response for one group factor

In BrailleR: Improved Access for Blind Users

Analysis for a continuous response for one group factor

Description

A convenience function that creates an analysis for a continuous response variable with one grouping factor. The function creates a number of graphs and tables relevant for the analysis.

Usage

OneFactor(Response, Factor, Data = NULL, HSD = TRUE, AlphaE = 0.05, 
Filename = NULL, Folder = NULL, 
VI = getOption("BrailleR.VI"), Latex = getOption("BrailleR.Latex"), 
View = getOption("BrailleR.View"), Modern=TRUE)

Arguments

Response	Name of the continuous response variable.
Factor	The grouping factor.
Data	The data.frame that contains both the response and the factor.
HSD	Logical: Should Tukey's HSD be evaluated for the data?
AlphaE	The family-wise Type I error rate for Tukey's HSD calculations.
Filename	Name of the Rmarkdown and HTML files to be created. A default will be created that uses the names of the variables if this is left set to NULL.
Folder	Name of the folder to store graph and LaTeX files. A default will be created based on the name of the data.frame being used.
VI	Logical: Should the VI method for blind users be employed?
Latex	Logical: Should the tabulated sections be saved in LaTeX format?
View	Logical: Should the HTML file be opened for inspection?
Modern	Logical: Should the graphics be createdusing ggplot?

Details

This function writes an R markdown file that is knitted into HTML and purled into an R script. All graphs are saved in subdirectories in png, eps, pdf and svg formats. Tabulated results are stored in files suitable for importing into LaTeX documents.

Value

This function is used for creation of the files saved in the working directory and a few of its subdirectories.

Author(s)

A. Jonathan R. Godfrey and Timothy P. Bilton

See Also

Other convenience functions can be investigated via their help pages. See UniDesc, OnePredictor, and TwoFactors

Examples

DIR = getwd()
setwd(tempdir())
data(airquality)
library(dplyr)
library(knitr)
# the following line  returns an error:
## OneFactor("Ozone", "Month", airquality, View=FALSE)
# so we make a copy of the data.frame, and fix that:
airquality2 = airquality |> mutate(Month = as.factor(Month))
# and now all is good to try:
OneFactor("Ozone", "Month", airquality2)
# N.B. Various files and a folder were created in a temporary directory. 
# Please investigate them to see how this function worked.
setwd(DIR)

BrailleR documentation built on July 26, 2023, 5:46 p.m.