dist_f: Plot F distributions

In sjPlot: Data Visualization for Statistics in Social Science

Plot F distributions

Description

This function plots a simple F distribution or an F distribution with shaded areas that indicate at which F value a significant p-level is reached.

Usage

dist_f(
  f = NULL,
  deg.f1 = NULL,
  deg.f2 = NULL,
  p = NULL,
  xmax = NULL,
  geom.colors = NULL,
  geom.alpha = 0.7
)

Arguments

f	Numeric, optional. If specified, an F distribution with deg.f1 and deg.f2 degrees of freedom is plotted and a shaded area at f value position is plotted that indicates whether or not the specified value is significant or not. If both f and p are not specified, a distribution without shaded area is plotted.
deg.f1	Numeric. The first degrees of freedom for the F distribution. Needs to be specified.
deg.f2	Numeric. The second degrees of freedom for the F distribution. Needs to be specified.
p	Numeric, optional. If specified, a F distribution with deg.f1 and deg.f2 degrees of freedom is plotted and a shaded area at the position where the specified p-level starts is plotted. If both f and p are not specified, a distribution without shaded area is plotted.
xmax	Numeric, optional. Specifies the maximum x-axis-value. If not specified, the x-axis ranges to a value where a p-level of 0.00001 is reached.
geom.colors	user defined color for geoms. See 'Details' in plot_grpfrq.
geom.alpha	Specifies the alpha-level of the shaded area. Default is 0.7, range between 0 to 1.

Examples

# a simple F distribution for 6 and 45 degrees of freedom
dist_f(deg.f1 = 6, deg.f2 = 45)

# F distribution for 6 and 45 degrees of freedom,
# and a shaded area starting at F value of two.
# F-values equal or greater than 2.31 are "significant"
dist_f(f = 2, deg.f1 = 6, deg.f2 = 45)

# F distribution for 6 and 45 degrees of freedom,
# and a shaded area starting at a p-level of 0.2
# (F-Value about 1.5).
dist_f(p = 0.2, deg.f1 = 6, deg.f2 = 45)

sjPlot documentation built on June 22, 2024, 12:19 p.m.