{ "_id": "6a60840c14e95619b75daa85", "Package": "ria.test", "Type": "Package", "Title": "Testing Equality of Natural Mediation Effects and Their\nRandomized Interventional Analogues", "Version": "0.2.1", "Authors@R": "c(person(given = \"Ang\",\nfamily = \"Yu\",\nrole = c(\"aut\", \"cre\", \"cph\"),\nemail = \"ang_yu@outlook.com\",\ncomment = c(\"Author and copyright holder of ria.test-specific extensions\")),\nperson(given = \"Nicholas\",\nfamily = \"Williams\",\nrole = c(\"aut\", \"cph\"),\nemail = \"ntwilliams.personal@gmail.com\",\ncomment = c(\nORCID = \"0000-0002-1378-4831\",\n\"Author and copyright holder of code derived from crumble\")),\nperson(given = \"Richard\",\nfamily = \"Liu\",\nemail = \"li.liu@nyulangone.org\",\nrole = c(\"ctb\"),\ncomment = c(\"Contributor to code derived from crumble\")),\nperson(given = \"Iván\",\nfamily = \"Díaz\",\nemail = \"ivan.diaz@nyulangone.org\",\nrole = c(\"aut\", \"cph\"),\ncomment = c(\nORCID = \"0000-0001-9056-2047\",\n\"Author and copyright holder of code derived from crumble\")))", "Maintainer": "Ang Yu ", "Description": "Implements the empirical test introduced by Yu, Ge, and\nElwert (2026) for detecting when randomized interventional\nanalogues should not be interpreted as natural mediation\neffects. The package estimates natural effects, their\nrandomized interventional analogues, and TE - TE^R, the\ndifference between the total effect and its randomized\ninterventional analogue. Rejecting TE - TE^R = 0 falsifies the\ncomposite null that the natural indirect and direct effects\nequal their randomized interventional analogues. The procedure\nremains valid in settings where the natural effects themselves\nare not identified, and |TE - TE^R| provides a lower bound on\nthe total divergence between the natural and randomized\ninterventional decompositions.", "License": "GPL (>= 3)", "Encoding": "UTF-8", "URL": "https://github.com/ang-yu/ria.test", "BugReports": "https://github.com/ang-yu/ria.test/issues", "Config/testthat/edition": "3", "Config/roxygen2/version": "8.0.0", "Config/pak/sysreqs": "coinor-symphony coinor-libsymphony-dev", "Repository": "https://ang-yu.r-universe.dev", "Date/Publication": "2026-07-12 14:33:08 UTC", "RemoteUrl": "https://github.com/ang-yu/ria.test", "RemoteRef": "HEAD", "RemoteSha": "fa65f858b75ba64724f339a50f52bf0120b79802", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-22 08:46:15 UTC", "User": "root" }, "Author": "Ang Yu [aut, cre, cph] (Author and copyright holder of\nria.test-specific extensions),\nNicholas Williams [aut, cph] (ORCID:\n, Author and copyright\nholder of 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