| plotgg {mistr} | R Documentation |
Autoplot of Distributions Using ggplot2
Description
The function plotgg plots the CDF and PDF of a given distribution object.
Usage
plotgg(x, which = "all", ...)
## S3 method for class 'contdist'
plotgg(
x,
which = "all",
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1,
size2 = 1,
alpha1 = 0.7,
alpha2 = 0.7,
...
)
## S3 method for class 'trans_contdist'
plotgg(
x,
which = "all",
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1,
size2 = 1,
alpha1 = 0.7,
alpha2 = 0.7,
...
)
## S3 method for class 'discrdist'
plotgg(
x,
which = "all",
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PMF",
size1 = 3.3,
size2 = 3.3,
alpha1 = 0.9,
alpha2 = 0.9,
col_segment = "#b05e0b",
...
)
## S3 method for class 'trans_discrdist'
plotgg(
x,
which = "all",
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PMF",
size1 = 3.3,
size2 = 3.3,
alpha1 = 0.9,
alpha2 = 0.9,
col_segment = "#b05e0b",
...
)
## S3 method for class 'contmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1,
size2 = 1,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
...
)
## S3 method for class 'trans_contmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1,
size2 = 1,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
...
)
## S3 method for class 'discrmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PMF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.9,
legend.position1 = "none",
legend.position2 = "none",
width = 0.25,
...
)
## S3 method for class 'trans_discrmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PMF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.9,
legend.position1 = "none",
legend.position2 = "none",
width = 0.25,
...
)
## S3 method for class 'contdiscrmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
...
)
## S3 method for class 'trans_contdiscrmixdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
...
)
## S3 method for class 'compdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
text_ylim = -0.01,
col_segment = "white",
lty_segment = 3,
lwd_segment = 1.8,
...
)
## S3 method for class 'trans_compdist'
plotgg(
x,
which = "all",
only_mix = FALSE,
pp1 = 1000,
pp2 = 1000,
col = "#F9D607",
xlim1 = q(x, c(0.01, 0.99)),
ylim1 = NULL,
xlim2 = xlim1,
ylim2 = NULL,
xlab1 = NULL,
ylab1 = NULL,
xlab2 = NULL,
ylab2 = NULL,
main1 = "CDF",
main2 = "PDF",
size1 = 1.6,
size2 = 1.6,
alpha1 = 0.4,
alpha2 = 0.4,
legend.position1 = "none",
legend.position2 = "none",
text_ylim = -0.01,
col_segment = "white",
lty_segment = 3,
lwd_segment = 1.8,
...
)
Arguments
x |
distribution object. |
which |
whether to plot only CDF, PDF or both, default: 'all'. |
... |
further arguments to be passed. |
pp1 |
number of points at which CDF is evaluated, default: 1000. |
pp2 |
number of points at which PDF is evaluated, default: 1000. |
col |
color used in plot, default: '#122e94'. |
xlim1 |
xlim of CDF plot, default: q(x, c(0.01, 0.99)). |
ylim1 |
ylim of CDF plot, default: NULL. |
xlim2 |
xlim of PDF plot, default: xlim1. |
ylim2 |
ylim of PDF plot, default: NULL. |
xlab1 |
xlab of CDF plot, default: NULL. |
ylab1 |
ylab of CDF plot, default: NULL. |
xlab2 |
xlab of PDF plot, default: NULL. |
ylab2 |
ylab of PDF plot, default: NULL. |
main1 |
title of CDF plot, default: 'CDF'. |
main2 |
title of PDF plot, default: 'PDF'/'PMF'. |
size1 |
size used in CDF plot. |
size2 |
size used in PDF plot. |
alpha1 |
alpha used in CDF plot. |
alpha2 |
alpha used in PDF plot. |
col_segment |
col of additional segment if contained in the plot (composite and discrete distributions). |
only_mix |
whether to plot only mixture/composite model and not also the components, default: FALSE. |
legend.position1 |
legend.position used in CDF plot. |
legend.position2 |
legend.position used in PDF plot. |
width |
width of the bars that are used to plot discrete mixtures, default: 0.25. |
text_ylim |
y coordinate for text annotation, default: -0.01. |
lty_segment |
lty of additional segment if contained in the plot (composite and discrete distributions). |
lwd_segment |
lwd of additional segment if contained in the plot (composite and discrete distributions). |
Value
ggplot object if which = "cdf" or which = "pdf". If both are plotted, the plots are
merged using multiplot() function and a list with both plots is invisibly returned.
Examples
## Not run:
N <- normdist()
autoplot(N)
# manipulating cdf plot
B <- binomdist(12, 0.5)
autoplot(-3*B, which = "cdf", xlim1 = c(-30, -10))
# manipulating pdf plot
autoplot(-3*B, which = "pdf", xlim2 = c(-30, -10))
## End(Not run)