doi:10.1080/09296174.2011.533591> or Koppel and Winter's (2014) Impostors Method <doi:10.1002/asi.22954>, as well as functions to measure their performance and to calibrate their outputs into Log-Likelihood Ratios.">

idiolect: Forensic Authorship Analysis (original) (raw)

Carry out comparative authorship analysis of disputed and undisputed texts within the Likelihood Ratio Framework for expressing evidence in forensic science. This package contains implementations of well-known algorithms for comparative authorship analysis, such as Smith and Aldridge's (2011) Cosine Delta <doi:10.1080/09296174.2011.533591> or Koppel and Winter's (2014) Impostors Method <doi:10.1002/asi.22954>, as well as functions to measure their performance and to calibrate their outputs into Log-Likelihood Ratios.

Version: 1.0.1
Depends: quanteda, R (≥ 3.5.0)
Imports: caret, dplyr, fdrtool, ggplot2, kgrams, pbapply, pROC, proxy, quanteda.textstats, spacyr, stringr, textclean
Suggests: knitr, readtext, rmarkdown, testthat (≥ 3.0.0)
Published: 2024-08-28
DOI: 10.32614/CRAN.package.idiolect
Author: Andrea Nini ORCID iD [aut, cre, cph], David van Leeuwen [cph] (Author of some bundled functions from package ROC)
Maintainer: Andrea Nini <andrea.nini at manchester.ac.uk>
BugReports: https://github.com/andreanini/idiolect/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/andreanini/idiolect,https://andreanini.github.io/idiolect/
NeedsCompilation: no
Citation: idiolect citation info
Materials: README, NEWS
CRAN checks: idiolect results [issues need fixing before 2025-12-05]

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