statBO

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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

1
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