MRbarplot: Plotting the result of the multiple comparison procedures

In bendeivide/midrangeMCP: Multiples Comparisons Procedures Based on Studentized Midrange and Range Distributions

Description

MRbarplot creates a bar plot with vertical or horizontal bars to compare the mean treatments by the tests: means grouping based on midrange, means grouping based on range, Student-Newman-Keuls and Tukey based on midrange.

Usage

MRbarplot(x, MCP = "all", col = grDevices::heat.colors(10), horiz = FALSE, ...)

Arguments

x	An object of the MRtest function
MCP	Allows choosing the multiple comparison test. The defaut is "all". This option will perform all tests available in the MRtest object.
col	A specification for the plotting color. The defaut is heat.colors(10).
horiz	a logical value. If FALSE, the bars are drawn vertically with the first bar to the left. If TRUE, the bars are drawn horizontally with the first at the bottom.
...	Parameters of the barplot function

Details

The MCP argument allows choosing several tests of multiple comparisons from the MRtest object. For plots in papers, use col = gray.colors(10). For details, see colors function.

Value

MRbarplot return the bar plot of the tests chosen ("MGM", "MGR", "SNKM" and "TM") to evaluate the treatment means.

Examples

# Simulated data (completely randomized design)

rv <- c(100.08, 105.66, 97.64, 100.11, 102.60, 121.29, 100.80,
        99.11, 104.43, 122.18, 119.49, 124.37, 123.19, 134.16,
        125.67, 128.88, 148.07, 134.27, 151.53, 127.31)

# Treatments
treat <- factor(rep(LETTERS[1:5], each = 4))

# Anova
res     <- aov(rv~treat)

# Loading the midrangeMCP package
library(midrangeMCP)

# Choosing tests
results <- MRtest(y = res, trt = "treat", alpha = 0.05,
                   main = "Multiple Comparison Procedures",
                   MCP = c("MGM", "TM"))

MRbarplot(results, MCP = "all") # It will be shown two
                             # graphs. First, for the
                             # results of \code{'MGM'}
                             # and the second for the
                             # results of \code{'TM'}.

MRbarplot(results, MCP = "MGM") # It will be shown
                                 # only the graph
                                 # for the result of
                                 # \code{'MGM'}

# Plot for papers
MRbarplot(results, MCP = "all", col = gray.colors(10))

bendeivide/midrangeMCP documentation built on June 2, 2021, 4:06 a.m.