Package: inferguidR Type: Package Title: Guided Inference, Power Analysis and Diagnostic Accuracy Version: 0.0.0.9000 Authors@R: person("Raban", "Heller", , "raban.heller@charite.de", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0001-8006-9742")) Description: Plans and explains statistical analyses. Provides a registry of power-analysis procedures modelled on the test inventory of the 'G*Power' 3.1 program, immutable analysis specifications that are validated against each procedure's modes, inputs and options, and results that always carry a typed status (ok, infeasible, unsupported, invalid input, numerical failure or reference pending) together with provenance and a reproducible R call. Specifications, results, analysis envelopes, advisor recommendations and report snapshots are serialised as canonical JSON with SHA-256 hashes and versioned JSON Schemas, and are imported again without evaluating code. Power calculations, diagnostic-accuracy and classifier-cutoff tools, a guided method advisor and an interactive 'shiny' application are added in stages; a procedure without an implemented engine returns the status 'unsupported' instead of a number. Numerical agreement with 'G*Power' is not claimed until it has been shown against recorded reference cases. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) RoxygenNote: 8.0.0 Depends: R (>= 4.1.0) Imports: digest, grDevices, graphics, grid, jsonlite, stats, utils Suggests: bslib, cluster, Exact, exact2x2, geepack, ggplot2, jsonvalidate, knitr, lme4, MASS, MESS, nlme, nnet, pROC, pwr, pwrss, quarto, rmarkdown, shiny, shinytest2, testthat (>= 3.0.0), WebPower, withr, yardstick Config/testthat/edition: 3 Config/testthat/parallel: true URL: https://github.com/CTTIR/inferguidR BugReports: https://github.com/CTTIR/inferguidR/issues VignetteBuilder: knitr Config/Needs/website: CTTIR/themakR Repository: https://cttir.r-universe.dev Date/Publication: 2026-10-29 11:21:30 UTC RemoteUrl: https://github.com/CTTIR/inferguidR RemoteRef: HEAD RemoteSha: e91938f77eaa991b69989b121bfd32c124c95db0 NeedsCompilation: no Packaged: 2026-11-03 18:12:37 UTC; root Author: Raban Heller [aut, cre, cph] (ORCID: ) Maintainer: Raban Heller