idiolect: Forensic Authorship Analysis
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  [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 |
Documentation:
| Reference manual: | idiolect.pdf |
| Vignettes: |
idiolect (source, R code) |
Downloads:
| Package source: | idiolect_1.0.1.tar.gz |
| Windows binaries: | r-devel: idiolect_1.0.1.zip, r-release: idiolect_1.0.1.zip, r-oldrel: idiolect_1.0.1.zip |
| macOS binaries: | r-devel (arm64): idiolect_1.0.1.tgz, r-release (arm64): idiolect_1.0.1.tgz, r-oldrel (arm64): idiolect_1.0.1.tgz, r-devel (x86_64): idiolect_1.0.1.tgz, r-release (x86_64): idiolect_1.0.1.tgz, r-oldrel (x86_64): idiolect_1.0.1.tgz |
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