em.il: em.il

In brlrmr: Bias Reduction with Missing Binary Response

Description

It is called by the main function fil and is for internal use.

Usage

em.il(parameter, X, full.missing.data, observed.data, full.data, family)

Arguments

parameter	The starting values of the parameters as (β, α) where β is the parameters of original model and α is the for the missing data model.
X	The design matrix with the intercept column.
full.missing.data	The augmented response with design matrix and missing indicator 1 for missing data.
observed.data	The observed response with design matrix and missing indicator 0 for observed data.
full.data	The observed response, augmented response with corresponding design matrix and missing indicator 0 for observed data and 1 for missing data.
family	as in glm. brlrmr currently supports only the "binomial" family with links

References

Bias Reduction in Logistic Regression with Missing Responses when the Missing Data Mechanism is Nonignorable.

brlrmr documentation built on Sept. 11, 2019, 1:04 a.m.