statBO function

statBO

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

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.

Returns

• 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