{ "_id": "6a4a8f8f1e9cffeb4b833cc1", "Package": "recoverlite", "Title": "Pre-Data Recovery Tests for Planned Study Designs", "Version": "0.2.0", "Authors@R": "person(\"Heidi Helena\", \"Andersen\", , \"andersenheidihelena@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-5923-5865\"))", "Description": "A prototype implementation of the pre-data recovery test:\na standardized simulation protocol for evaluating whether a\nplanned design-analysis pair can recover its target estimand\nbefore data collection. Researchers declare the estimand,\ndata-generating assumptions, data strategy, missing-data\nprocess, and analysis strategy; the package simulates a crossed\nscenario grid (null and target effects, each under declared and\npessimistically perturbed nuisance assumptions), applies the\nplanned analysis to each simulated dataset, and reports\ntarget-null rejection, power, target bias with its exact\ndecomposition into estimator bias and estimand drift, coverage,\nType S and Type M errors, precision, and classified model\nfailure, each with Monte Carlo uncertainty and explicit\ninclusion rules. A versioned threshold profile converts the\ndiagnosands into a PASS/RISK/FAIL verdict - a decision\nconvention, not a validity classification. Built on the\n'DeclareDesign' framework.", "License": "Apache License (>= 2)", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "URL": "https://github.com/heidihelena/recoverlite", "BugReports": "https://github.com/heidihelena/recoverlite/issues", "Repository": "https://heidihelena.r-universe.dev", "Date/Publication": "2026-07-04 21:37:56 UTC", "RemoteUrl": "https://github.com/heidihelena/recoverlite", "RemoteRef": "HEAD", "RemoteSha": "cf27d33b3dde2eef9177c39f5e808dcb9a2707f3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-05 17:04:58 UTC", "User": "root" }, "Author": "Heidi Helena Andersen [aut, cre] (ORCID:\n)", "Maintainer": "Heidi Helena Andersen ", "_user": "heidihelena", "_type": "src", "_file": "recoverlite_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/92a7bab966905b1a457e5c4ff37120b324f977ebf702f5f6e467ec7d980c3153", "_filesize": 244933, "_sha256": "92a7bab966905b1a457e5c4ff37120b324f977ebf702f5f6e467ec7d980c3153", "_expires": "2026-10-13T17:08:30.000Z", "_created": "2026-07-05T17:04:58.000Z", "_published": "2026-07-05T17:08:31.653Z", "_jobs": [ { "job": 85243031984, "time": 175, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8093938005" }, { "job": 85243032004, "time": 164, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8093936646" }, { "job": 85243031983, "time": 81, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8093926508" }, { "job": 85243031974, "time": 95, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8093928199" }, { "job": 85242781881, "time": 200, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8093915836" }, { "job": 85243031972, "time": 155, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8093935694" }, { "job": 85243032026, "time": 94, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8093928359" }, { "job": 85243032027, "time": 109, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8093929704" }, { "job": 85243032051, "time": 101, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8093928811" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/heidihelena/actions/runs/28748245080", "_status": "success", "_upstream": "https://github.com/heidihelena/recoverlite", "_commit": { "id": "cf27d33b3dde2eef9177c39f5e808dcb9a2707f3", "author": "Heidi Andersén ", "committer": "Heidi Andersén ", "message": "v0.2.0: 2-MCSE stability guard, doubling stopping rule, Wilson bounds\n\nReviewer round 6 engine changes; regenerates the section-3 worked\nexamples so the Zenodo archive matches the manuscript.\n\n- verdict(): the 2-MCSE stability guard now takes precedence in BOTH\n directions. A within-2-MCSE declared failure is capped at RISK; FAIL\n is reserved for stable declared failures (|margin| > 2 MCSE). Fixes a\n self-consistency bug where a borderline design could be called FAIL\n while its margins were indistinguishable from passing.\n- recovery_test_stable(): new exported function implementing the\n algorithmic doubling stopping rule (start 2000, double to a\n pre-declared max 16000 while any required margin is within 2 MCSE;\n stable declared failure locks FAIL; unresolved at the ceiling = RISK).\n- diagnosands: zero-count conditional proportions (Type S = 0) now carry\n a one-sided 95% Wilson upper bound; the verdict checks the threshold\n against the bound, not the point estimate.\n- run-examples.R: stopping rule for every job, complete-case ANCOVA\n repair arm for example 3.1, multi-seed robustness sweep with a\n verdict-stability table.\n- tests: cover the two-directional guard and the Wilson zero-count path.\n\nCross-validated against the Python port (recoverlite-py). Apache-2.0.\n\nCo-Authored-By: Claude Opus 4.8 \n", "time": 1783201076 }, "_maintainer": { "name": "Heidi Helena Andersen", "email": "andersenheidihelena@gmail.com", "orcid": "0000-0001-5923-5865" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1", "role": "Depends" }, { "package": "DeclareDesign", "version": ">= 1.0.0", "role": "Imports" }, { "package": "fabricatr", "role": "Imports" }, { "package": "randomizr", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "lme4", "role": "Suggests" }, { "package": "lmerTest", "role": "Suggests" }, { "package": "pbkrtest", "role": "Suggests" }, { "package": "simr", "role": "Suggests" }, { "package": "estimatr", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "heidihelena", 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"page": "nuisance_fragility", "title": "Nuisance-parameter fragility curve", "topics": [ "nuisance_fragility" ] }, { "page": "planned_analysis", "title": "Declare the planned analysis (answer strategy)", "topics": [ "planned_analysis" ] }, { "page": "recovery_test", "title": "Run the recovery test", "topics": [ "recovery_test" ] }, { "page": "recovery_test_stable", "title": "Run the recovery test under the algorithmic doubling stopping rule", "topics": [ "recovery_test_stable" ] }, { "page": "recovery_thresholds", "title": "Versioned verdict threshold profiles", "topics": [ "recovery_thresholds" ] }, { "page": "report", "title": "Produce the standalone recovery report", "topics": [ "report" ] }, { "page": "target_estimand", "title": "Declare the target estimand", "topics": [ "target_estimand" ] }, { "page": "two_arm_trial", "title": "Declare a two-arm randomized trial data strategy", "topics": [ "two_arm_trial" ] }, { "page": "verdict", "title": "Apply the PASS/RISK/FAIL verdict rule", 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