NewStats_contrasts: New Statistics contrasts

View source: R/NewStats_contrasts.R

NewStats_contrastsR Documentation

New Statistics contrasts

Description

It plots all the samples with their confidence intervals (CI), and in addition it plots the contrasts between the selected samples.

Usage

NewStats_contrasts(
  dat,
  g1,
  g2,
  conf.level = 0.95,
  col.g1 = "blue",
  col.g2 = "green3",
  col.diff = "red",
  ylab = "Values",
  ylab.diff = "Difference",
  B.labels = c("G1", "G2", "Difference")
)

Arguments

dat

Data frame of the samples with mean, standard deviation, sample size, and sample id

g1

Samples for group 1

g2

Samples for group 2

conf.level

Confidence level for the interval (Default is 0.95)

col.g1

Color to use for group 1

col.g2

Color to use for group 2

col.diff

Color to use for the difference

ylab

Label for the y-axis

ylab.diff

Label for the secondary y-axis for the difference

B.labels

Labels to use for plot B of the difference between groups

Value

A ggplot object

References

Cumming, G. & Calin-Jageman, R.J. (2017). Introduction to the New Statistics: Estimation, Open Science, and Beyond. New York: Routledge.

Examples

dat = data.frame(mean = c(37.5,31.9,41.2,33.4,29.9,38.2),
                 sd = c(10,13.5,14.8,10,8.7,10),
                 n = c(19,19,19,19,19,19),
                 grp = c('NF10','AF10','AD10','NF17','AF17','AD17'))
NewStats_contrasts(dat, g1 = c('AD10', 'AD17'), g2 = c('AF10', 'AF17'))


maxgav13/GMisc documentation built on June 12, 2022, 3:48 a.m.