report (version 0.4.0)

report_table: Report a descriptive table

Description

Creates tables to describe different objects (see list of supported objects in report()).

Usage

report_table(x, ...)

Arguments

x

The R object that you want to report (see list of of supported objects above).

...

Arguments passed to or from other methods.

Value

An object of class report_table().

Examples

# NOT RUN {
library(report)

# Miscellaneous
r <- report_table(sessionInfo())
r
summary(r)

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

# h-tests
report_table(t.test(mpg ~ am, data = mtcars))

# ANOVAs
report_table(aov(Sepal.Length ~ Species, data = iris))

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

# Mixed models
if (require("lme4")) {
  model <- lme4::lmer(Sepal.Length ~ Petal.Length + (1 | Species), data = iris)
  report_table(model)
}

# Bayesian models
if (require("rstanarm")) {
  model <- stan_glm(Sepal.Length ~ Species, data = iris, refresh = 0, iter = 600)
  report_table(model, effectsize_method = "basic")
}

# Structural Equation Models (SEM)
if (require("lavaan")) {
  structure <- " ind60 =~ x1 + x2 + x3
                 dem60 =~ y1 + y2 + y3
                 dem60 ~ ind60 "
  model <- lavaan::sem(structure, data = PoliticalDemocracy)
  report_table(model)
}
# }