<?xml version="1.0" encoding="utf-8" ?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:r="https://r-universe.dev"><channel><title>noch05.r-universe.dev</title><link>https://noch05.r-universe.dev</link><description>Recent package updates in noch05</description><generator>R-universe</generator><image><url>https://github.com/noch05.png</url><title>R packages by noch05</title><link>https://noch05.r-universe.dev</link></image><lastBuildDate>Fri, 03 Jul 2026 18:49:24 GMT</lastBuildDate><item><title>[noch05] whatifbandit 1.0.0</title><author>noahochital@icloud.com (Noah Ochital)</author><description>Simulates the results of completed randomized controlled
trials, as if they had been conducted as adaptive Multi-Arm
Bandit (MAB) trials instead. Augmented inverse probability
weighted estimation (AIPW), outlined by Hadad et al. (2021)
&lt;doi:10.1073/pnas.2014602118&gt;, is used to robustly estimate the
probability of success for each treatment arm under the
adaptive design. Provides customization options to simulate
perfect/imperfect information, stationary/non-stationary
bandits, blocked treatment assignments, along with control
augmentation, and other hybrid strategies for assigning
treatment arms. The methods used in simulation were inspired by
Offer-Westort et al.  (2021) &lt;doi:10.1111/ajps.12597&gt;.</description><link>https://github.com/r-universe/noch05/actions/runs/28679120250</link><pubDate>Fri, 03 Jul 2026 18:49:24 GMT</pubDate><r:package>whatifbandit</r:package><r:version>1.0.0</r:version><r:status>success</r:status><r:repository>https://noch05.r-universe.dev</r:repository><r:upstream>https://github.com/noch05/whatifbandit</r:upstream><r:article><r:source>whatifbandit.rmd</r:source><r:filename>whatifbandit.html</r:filename><r:title>Introduction to {whatifbandit}</r:title><r:created>2026-07-03 08:05:56</r:created><r:modified>2026-07-03 08:05:56</r:modified></r:article></item></channel></rss>