pprint

pprint is a package for R which intends to improve the summary output for commonly used R objects, like dataframes linear regressions, factor models etc.

the most important function in pprint is the psummary function which summarises different objects.

Example: dataframe summary

psummary(iris)

Example: Linear Regression

lm(Sepal.Length ~ Sepal.Width + Petal.Width, data = iris) |> psummary(std_beta = T)

Example: Logistic Regression

NB: You first have to install the ISLR package, which includes the ISLR dataset

glm(default ~ balance + income, data = ISLR::Default, family = binomial(link = logit)) |> psummary(accuracy = TRUE)

Example: factor analysis

psych::fa(iris[1:4], nfactors = 2, fm = "pa") |> suppressWarnings() |> psummary()