statBO: statBO

In GeneralOaxaca: Blinder-Oaxaca Decomposition for Generalized Linear Model

Description

statBO performs a Blinder-Oaxaca decomposition for generalized linear regression models for the individual with indice in the data. statBO is used for the bootstrap estimation of the standard errors

Usage

statBO(data, formula, family, groupRef, groupInd, indice)

Arguments

data	an optional data frame, list or environment (or object coercible by as.data.frame to a data frame) containing the variables in the model. If not found in data, the variables are taken from environment(formula).
formula	an object of class "formula" (or one that can be coerced to that class): a symbolic description of the model to be fitted.
family	a description of the error distribution and link function to be used in the model. (See family for details of family functions.)
groupRef	Group of reference for the decomposition, by default Group A.
groupInd	is an indicator variable that is TRUE (or equal to 1) when an observation belongs to Group A, and FALSE (or equal to 0) when it belongs to Group B
indice	identification of each individual in data. Useful for the call of the boot function.

Value

char	characteristic part in the twofold decomposition
coef	coefficient part in the twofold decomposition
diff	diff of the dependent variable between group
char3	characteristic part in the threefold decomposition
coef3	coefficient part in the threefold decomposition
int	interaction part in the threefold decomposition

Author(s)

Aurelien Nicosia and Simon Baillargeon-Ladouceur

See Also

See Also as GeneralOaxaca

GeneralOaxaca documentation built on May 1, 2019, 11:04 p.m.