report_statistics: Report the statistics of a model

In report: Automated Reporting of Results and Statistical Models

Report the statistics of a model

Description

Creates a list containing a description of the parameters' values of R objects (see list of supported objects in report()). Useful to insert in parentheses in plots or reports.

Usage

report_statistics(x, table = NULL, ...)

Arguments

x	The R object that you want to report (see list of of supported objects above).
table	A table obtained via report_table(). If not provided, will run it.
...	Arguments passed to or from other methods.

Value

An object of class report_statistics().

Examples

library(report)

# Data
report_statistics(iris$Sepal.Length)
report_statistics(as.character(round(iris$Sepal.Length, 1)))
report_statistics(iris$Species)
report_statistics(iris)

# h-tests
report_statistics(t.test(iris$Sepal.Width, iris$Sepal.Length))

# ANOVA
report_statistics(aov(Sepal.Length ~ Species, data = iris))

# GLMs
report_statistics(lm(Sepal.Length ~ Petal.Length * Species, data = iris))
report_statistics(glm(vs ~ disp, data = mtcars, family = "binomial"))




# Mixed models
library(lme4)
model <- lme4::lmer(Sepal.Length ~ Petal.Length + (1 | Species), data = iris)
report_statistics(model)




# Bayesian models
library(rstanarm)
model <- suppressWarnings(stan_glm(Sepal.Length ~ Species, data = iris, refresh = 0, iter = 600))
report_statistics(model)

report documentation built on Sept. 11, 2024, 8:47 p.m.