<?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>martynk.r-universe.dev</title><link>https://martynk.r-universe.dev</link><description>Recent package updates in martynk</description><generator>R-universe</generator><image><url>https://github.com/martynk.png</url><title>R packages by martynk</title><link>https://martynk.r-universe.dev</link></image><lastBuildDate>Tue, 20 Oct 2026 12:04:04 GMT</lastBuildDate><item><title>[martynk] cellsynth 0.1.0</title><author>mrkmarton@gmail.com (Marton Kiss)</author><description>Turns de-identified tables ('Excel' workbooks or delimited
text files) into synthetic counterparts with the same layout,
the same identifiers and the same data-entry quirks. Every
non-identifier cell, missingness included, is censored once per
sweep and redrawn by copying the raw value of a donor drawn
from a classification and regression tree leaf fitted on the
rest of the table, in the spirit of the sequential tree-based
synthesis of Reiter (2005) &quot;Using CART to generate partially
synthetic public use microdata&quot;, Journal of Official Statistics
21(3):441-462, and Nowok, Raab and Dibben (2016)
&lt;doi:10.18637/jss.v074.i11&gt;. Identifiers are kept so that
tables stay joinable, and columns of other tables can condition
the synthesis so cross-table associations survive a later join.
Synthetic copies are intended for developing and testing
analysis code; they are not an anonymisation method.</description><link>https://github.com/r-universe/martynk/actions/runs/41303118416</link><pubDate>Tue, 20 Oct 2026 12:04:04 GMT</pubDate><r:package>cellsynth</r:package><r:version>0.1.0</r:version><r:status>success</r:status><r:repository>https://martynk.r-universe.dev</r:repository><r:upstream>https://github.com/martynk/cellsynth</r:upstream></item></channel></rss>