AB_matrix: Generate the matrix A and B for variance estimation in low...

In chenchi0526/SIsMiss:

Description

Generate the matrix A and B for variance estimation in low dimension scenario.

Usage

AB_matrix(y, z, u, gamma_tilde_hat, beta_hat, z.sigma, w_hat)

Arguments

y	Vector. The outcome variable
z	Vector. The shadow variable (fully observed).
u	Matrix. The covariate matrix u.
gamma_tilde_hat	Initial estimates of scaled γ.
beta_hat	Initial estimates of β.
z.sigma	The estimates for σ in model Z givenU.
w_hat	The estimates of W matrix in the offset term obtained by pair_trans.

Value

A list.

A_est

The estimates for matrix A.

B_est

The estimates for matrix B.

chenchi0526/SIsMiss documentation built on Dec. 8, 2020, 2:35 a.m.