Package: effectcheck Type: Package Title: Statistical Consistency Checker for Published Research Results Version: 0.6.12 Authors@R: c(person(given = "Gilad", family = "Feldman", role = c("aut", "cre"), email = "giladfel@gmail.com", comment = c(ORCID = "0000-0003-2812-6599"))) Description: A conservative, assumption-aware statistical consistency checker for already-extracted research-results text. Parses test statistics, effect sizes, and confidence intervals across multiple citation styles including American Psychological Association (APA), Harvard, Frontiers, PLOS ONE, Scientific Reports, Nature Human Behaviour, PeerJ, eLife, PNAS, and others. Recomputes effect sizes using all plausible variants when design is ambiguous, and validates internal consistency. Supports t-tests, F-tests/ANOVA, correlations, chi-square, z-tests, regression, and nonparametric tests. Explicitly tracks all assumptions and uncertainty in output. Detects decision errors (significance reversals) similar to 'statcheck'. From v0.4.0 file extraction is no longer part of the package — pair with an external extractor (e.g., docpluck at ) and pass the resulting text to check_text(). Note: this package is under active development and results should be independently verified. Use is at the sole responsibility of the user. Contributions and verification reports are welcome. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 URL: https://github.com/giladfeldman/escicheck BugReports: https://github.com/giladfeldman/escicheck/issues Imports: stringr, stringi, dplyr, purrr, tibble, glue, logger, graphics, stats, utils Suggests: shiny, shinythemes, DT, knitr, rmarkdown, testthat (>= 3.0.0), MBESS, effectsize, jsonlite, statcheck, xml2, rvest Depends: R (>= 4.1.0) Config/testthat/edition: 3 VignetteBuilder: knitr Config/pak/sysreqs: libicu-dev Repository: https://giladfeldman.r-universe.dev Date/Publication: 2026-07-01 22:44:23 UTC RemoteUrl: https://github.com/giladfeldman/escicheck RemoteRef: HEAD RemoteSha: e09dbc9013b04f959bdc6ec6e67496d769d86bd8 NeedsCompilation: no Packaged: 2026-07-01 23:15:46 UTC; root Author: Gilad Feldman [aut, cre] (ORCID: ) Maintainer: Gilad Feldman