fitur 0.5.25 Release
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Fixed appearance of plots
Added plot_density function for comparison pdfs of fitted functions
Updated argument naming conventions
fitur on CRAN
Density Diagnostic Plot
library(fitur)
library(ggplot2)
library(trstyles)
set.seed(37)
x <- rgamma(10000, 5)
dists <- c('gamma', 'lnorm', 'weibull')
fits <- lapply(dists, fit_univariate, x = x)
theme_set(theme_tr())
plot_density(x, fits, nbins = 20)
QQ-Plot
The output is a ggplot object so you can add colors, styling, etc.
plot_pp(x, fits) + scale_color_tr()
PP-Plot
You can also zoom in on different areas.
plot_qq(x, fits) + scale_color_tr() + coord_cartesian(xlim = c(5,10))
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