{ "_id": "6ae28693327abcdf868658bf", "Package": "rolescry", "Title": "Name-Blind Variable-Role Detection by Data Signature", "Version": "0.3.1", "Authors@R": "person(\"Can\", \"Boynukara\", role = c(\"aut\", \"cre\", \"cph\"),\nemail = \"canboynukara1@gmail.com\",\ncomment = c(ORCID = \"0000-0002-6075-3923\"))", "Description": "Deterministic, name-blind detection of variable roles\n(group, outcome, survival or duration time and event, coupled\nbinary-continuous pairs, calendar time index, paired and\nagreement measurements, repeated measures and panels, scale and\nrating items, subject or entity identifier, covariate) in\ntabular data from any domain -- clinical, financial, social,\nexperimental. Roles are assigned from each column's\ninformation-theoretic signature -- Shannon entropy, normalized\nmutual information, and distributional shape -- rather than\nfrom column names, so renaming columns to 'col_1', 'col_2', ...\ndoes not change the result (\"Data inspice, non nomen\"). An\noptional, capped name-based hint and automatic header-row\ndetection are also provided. No large language models and no\nexternal data transmission. Extracted from the 'MDStatR'\nbiostatistics engine; see Boynukara (2026)\n.", "License": "Apache License (== 2.0)", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "URL": "https://github.com/canboynukara/rolescry", "BugReports": "https://github.com/canboynukara/rolescry/issues", "Language": "en-US", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-28 23:31:38 UTC", "User": "root" }, "Author": "Can Boynukara [aut, cre, cph] (ORCID:\n)", "Maintainer": "Can Boynukara ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-28 18:40:02 UTC", "RemoteUrl": "https://github.com/cran/rolescry", "RemoteRef": "HEAD", "RemoteSha": "a4f53bbd4c54558b3fe6c270c2c0c61a57de5c78", "_user": "cran", "_type": "src", "_file": "rolescry_0.3.1.tar.gz", "_fileid": "https://r2.ropensci.org/47ae526627a695803a9d640311b5a48d7114ad762db1590672c41dc5dcbe0f05", "_filesize": 259557, "_sha256": 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