IPTW.ATE

Return stabilized weights calculated based on propensity score and assess balance of covariates between the groups.

 package

EZR (Easy R) adds a variety of statistical functions, including survival analyses, ROC analyses, metaanalyses, sample size calculation, and so on, to the R commander. EZR enables point-and-click easy access to statistical functions, especially for medical statistics. EZR is platform-independent and runs on Windows, Mac OS X, and UNIX. Its complete manual is available only in Japanese (Chugai Igakusha, ISBN: 978-4-498-10918-6, Nankodo, ISBN: 978-4-524-26158-1, Ohmsha, ISBN: 978-4-274-22632-8), but an report that introduced the investigation of EZR was published in Bone Marrow Transplantation (Nature Publishing Group) as an Open article. This report can be used as a simple manual. It can be freely downloaded from the journal website as shown below. This report has been cited in more than 10,000 scientific articles.

Yoshinobu Kanda

RcmdrPlugin.EZR

R Commander Plug-in for the EZR (Easy R) Package

IPTW.ATE function

<dl><dt>GLM</dt>
<dd>an object of class "glm", usually, a result of a call to glm.</dd></dl>

Arguments

Inverse probability of treatment weighting using stabilized weights based on propensity score — IPTW.ATE

<dl>

<dt>GLM</dt>
<dd>an object of class "glm", usually, a result of a call to glm.</dd>

</dl>

IPTW.ATE: Inverse probability of treatment weighting using stabilized weights based on propensity score

Description

Usage

Value

Arguments

Details