CreateIpw: Create IPW

In kaz-yos/distributed: Examine Privacy Preserving Data Analysis Methods in Simulated Distributed Data Network

Description

Create inverse probability weights given probability of status assignment and observed status.

Usage

CreateIpw(score, status, type)

Arguments

score	vector of predicted probability of being assigned status == 1.
status	vector of observed status (binary 0, 1).
type	character value containing either one of naive (non-stabilized naive IPW), stabilized (IPW stabilized by marginal probabilities of status), or mw (matching weights; stabilized by pmin(score, 1 - score)).

Value

vector of IPW.

Author(s)

Kazuki Yoshida

kaz-yos/distributed documentation built on May 27, 2019, 4:50 a.m.