Package: automatedRecLin
Title: Record Linkage Based on an Entropy-Maximizing Classifier
Version: 1.1.2
Authors@R: 
  c(person(given = "Adam",
           family = "Struzik",
           role = c("aut", "cre"),
           email = "adastr5@st.amu.edu.pl",
           comment = c(ORCID = "0009-0002-2547-482X")),
    person(given = "Maciej",
           family = "Beręsewicz",
           role = c("aut", "ctb"),
           email = "maciej.beresewicz@ue.poznan.pl",
           comment = c(ORCID = "0000-0002-8281-4301")))
Description: The goal of 'automatedRecLin' is to perform record linkage
        (also known as entity resolution) in unsupervised or supervised
        settings. It compares pairs of records from two datasets using
        selected comparison functions to estimate the probability or
        density ratio between matched and non-matched records. Based on
        these estimates, it predicts a set of matches that maximizes
        entropy. For details see: Lee et al. (2022)
        <https://www150.statcan.gc.ca/n1/pub/12-001-x/2022001/article/00007-eng.htm>,
        Vo et al. (2023)
        <https://ideas.repec.org/a/eee/csdana/v179y2023ics0167947322002365.html>,
        Sugiyama et al. (2008) <doi:10.1007/s10463-008-0197-x>.
License: GPL-3
Encoding: UTF-8
URL: https://github.com/ncn-foreigners/automatedRecLin
BugReports: https://github.com/ncn-foreigners/automatedRecLin/issues
Roxygen: list(markdown = TRUE)
Imports: blocking, data.table, densityratio, FixedPoint, methods,
        nleqslv, purrr, reclin2, stats, utils
Suggests: knitr, rmarkdown, tinytest, xgboost
Depends: R (>= 4.1.0)
LazyData: true
VignetteBuilder: knitr
Config/roxygen2/version: 8.0.0
Config/pak/sysreqs: libglpk-dev make libicu-dev libxml2-dev libx11-dev
Repository: https://ncn-foreigners.r-universe.dev
Date/Publication: 2026-06-30 12:39:29 UTC
RemoteUrl: https://github.com/ncn-foreigners/automatedreclin
RemoteRef: HEAD
RemoteSha: a3e05d2b97bb0b5d390af7cc14652677977bd7b0
NeedsCompilation: no
Packaged: 2026-06-30 13:23:12 UTC; root
Author: Adam Struzik [aut, cre] (ORCID:
    <https://orcid.org/0009-0002-2547-482X>),
  Maciej Beręsewicz [aut, ctb] (ORCID:
    <https://orcid.org/0000-0002-8281-4301>)
Maintainer: Adam Struzik <adastr5@st.amu.edu.pl>