common_support2: Establishes the Common Support between two groups of...

In gibonet/decr: Tools to Perform Decompositions of Differences Between Two Groups

Establishes the Common Support between two groups of individuals, based on the (empirical) joint distribution of some characteristics (variables).

Description

Establishes the Common Support between two groups of individuals, based on the (empirical) joint distribution of some characteristics (variables).

Usage

common_support2(data, treatment, variables)

Arguments

data	data frame
treatment	column name of the binary variable
variables	character vector of the variables' names, for which the common support has to be established

Value

a data frame with all the combinations of the modalities of the variables considered. In addition two columns: common_support (logical, TRUE if in the common support), strata (identifier of a unique combination of the modalities of the variables)

See Also

See common_support_strata2, which uses this function and then joins with the original data.

Examples

data(invented_wages)
common_support2(invented_wages, treatment = "gender",
                variables = c("sector", "education"))

gibonet/decr documentation built on Jan. 5, 2024, 7:26 a.m.