run_standard_analysis_model: Standard Analysis Model

In JLDC/logib: Salary Analysis by the Swiss Federal Office for Gender Equality

Standard Analysis Model

Description

Estimates the Swiss Confederation standard analysis model (a linear regression) for salary equality between women and men.

Usage

run_standard_analysis_model(data, sex_neutral = FALSE)

Arguments

data	data.frame as produced by prepare_data
sex_neutral	boolean indicating whether the linear regression is to be run using the sex_neutral model or the standard one.

Details

The standard analysis model's formula is the following:

log(standardized_salary) ~ years_of_training + years_of_service + years_of_earning + years_of_earning^2 + level_of_requirements + professional_position + sex

The sex_neutral parameter can be used to run the sex neutral model, i.e. a linear regression without the sex coefficient.

Value

an object of class "lm"

JLDC/logib documentation built on Jan. 12, 2025, 4:13 p.m.