Package: cellsynth
Title: Cell-Wise Synthetic Copies of De-Identified Tables
Version: 0.1.0
Authors@R: 
    person("Marton", "Kiss", , "mrkmarton@gmail.com", role = c("aut", "cre"))
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) "Using CART to generate partially
        synthetic public use microdata", Journal of Official Statistics
        21(3):441-462, and Nowok, Raab and Dibben (2016)
        <doi:10.18637/jss.v074.i11>. 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.
License: MIT + file LICENSE
URL: https://github.com/MartynK/cellsynth
BugReports: https://github.com/MartynK/cellsynth/issues
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.1.1
Imports: openxlsx, readr, readxl, rpart, stats, tools, utils, withr
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
Config/pak/sysreqs: libicu-dev libx11-dev
Repository: https://martynk.r-universe.dev
Date/Publication: 2026-10-20 12:04:04 UTC
RemoteUrl: https://github.com/martynk/cellsynth
RemoteRef: HEAD
RemoteSha: b07e71303bec3513af2dc31ccc0fe3b83639a3ab
NeedsCompilation: no
Packaged: 2026-11-01 11:45:43 UTC; root
Author: Marton Kiss [aut, cre]
Maintainer: Marton Kiss <mrkmarton@gmail.com>