perturbate: Obtain the estimates for standard error via perturbation.

In chenchi0526/SIsMiss:

Description

Obtain the estimates for standard error via perturbation.

Usage

perturbate(M, y, seed_num, regularize = FALSE, data_pair, newcov_pair, obs_id)

Arguments

M	Number of resampling in perturbation.
y	Vector. The outcome variable.
seed_num	Number of seed to control randomness of perturbation term generated.
regularize	If the objective is to fit a regularized linear regression for variable selection, regularize = TRUE. By default, regularize = FALSE.
data_pair	Matrix. The pairwise version of original data obtained from function pair_trans()$data_pair.
newcov_pair	Matrix. The pairwise transformed covariates obtained from function pair_trans()$newcov_pair.
obs_id	Vector. The indice of missingness for subjects obtained from function pair_trans()$obs_id.

Value

A matrix. M sets of estimates based on perturbated objective function.

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