groupedstats (version 0.0.7)

grouped_slr: Function to run simple linear regression (slr) on multiple variables across multiple grouping variables.

Description

Function to run simple linear regression (slr) on multiple variables across multiple grouping variables.

Usage

grouped_slr(data, dep.vars, indep.vars, grouping.vars)

Arguments

data

Dataframe from which variables are to be taken.

dep.vars

List criterion or dependent variables for simple linear model (y in y ~ x).

indep.vars

List predictor or independent variables for simple linear model (x in y ~ x).

grouping.vars

List of grouping variables.

Value

A tibble dataframe with tidy results from simple linear regression analyses. The estimates are standardized, i.e. the lm model used is scale(y) ~ scale(x), and not y ~ x.

See Also

grouped_lm

Examples

# NOT RUN {
# in case of just one grouping variable
groupedstats::grouped_slr(
  data = iris,
  dep.vars = c(Sepal.Length, Petal.Length),
  indep.vars = c(Sepal.Width, Petal.Width),
  grouping.vars = Species
)
# }