what_next: what_next

In linea: Linear Regression Interface

what_next

Description

run model with other variables from the data

Usage

what_next(model = NULL, data = NULL, verbose = FALSE, r2_diff = TRUE)

Arguments

model	Model object
data	data.frame containing data for analysis
verbose	A boolean to specify whether to print warnings
r2_diff	A boolean to determine whether to add a column to compare new and original model R2

Details

Run a separate model for each numeric variable in the data provided. Then, for each model run, return that model's fit and the variables' statistics.

Value

data.frame mapping variables' to the respective model's statistics.

Examples

run_model(
    data = mtcars,
    dv = 'mpg',
    ivs = c('disp', 'cyl')
  ) %>% 
  what_next()

linea documentation built on Sept. 15, 2022, 9:06 a.m.