multiple_regression: Multiple regression

In kim: Behavioral Scientists' Analysis Toolkit

Description

Conduct multiple regression analysis and summarize the results in a data.table.

Usage

multiple_regression(
  data = NULL,
  formula = NULL,
  sigfigs = NULL,
  round_digits_after_decimal = NULL
)

Arguments

data	a data object (a data frame or a data.table)
formula	a formula object for the regression equation
sigfigs	number of significant digits to round to
round_digits_after_decimal	round to nth digit after decimal (alternative to sigfigs)

Details

To include standardized beta(s) in the regression results table, the following package(s) must be installed prior to running the function: Package 'lm.beta' v1.5-1 (or possibly a higher version) by Stefan Behrendt (2014), https://cran.r-project.org/package=lm.beta

Value

the output will be a data.table showing multiple regression results.

Examples

multiple_regression(data = mtcars, formula = mpg ~ gear * cyl)

kim documentation built on April 25, 2021, 1:06 a.m.