perturb.beta: Get perturbed version of the nonparametric maximum likelihood...

In denisagniel/smrtr:

Get perturbed version of the nonparametric maximum likelihood estimator

Description

Get perturbed version of the nonparametric maximum likelihood estimator

Usage

perturb.beta(num.ptb, x, y, psd, influence.fn = po.influence)

Arguments

num.ptb	Number of perturbations to perform
x	n x p original design matrix
y	List of length m containing outcomes
psd	Pseudo-data generated from x and y based on marginal models
influence.fn	Function to obtain the influence function of beta based on psd

Details

Perturbed estimates are computed based on a beta distribution chosen to have first three moments equal to 1 (and then mean-shifted).

Value

n x num.ptb matrix with perturbed estimates

denisagniel/smrtr documentation built on Sept. 17, 2022, 10:23 p.m.