{ "_id": "6a102b52acfb0bcc41c9280c", "Package": "moose", "Title": "Mean Squared Out-of-Sample Error Projection", "Version": "0.0.1", "Authors@R": "person(\"Chris\", \"Rohlfs\", , \"car2228@columbia.edu\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-7714-9231\"))", "Description": "Projects mean squared out-of-sample error for a linear\nregression based upon the methodology developed in Rohlfs\n(2022) . It consumes as inputs\nthe lm object from an estimated OLS regression (based on the\n\"training sample\") and a data.frame of out-of-sample cases (the\n\"test sample\") that have non-missing values for the same\npredictors. The test sample may or may not include data on the\noutcome variable; if it does, that variable is not used. The\naim of the exercise is to project what what mean squared\nout-of-sample error can be expected given the predictor values\nsupplied in the test sample. Output consists of a list of three\nelements: the projected mean squared out-of-sample error, the\nprojected out-of-sample R-squared, and a vector of\nout-of-sample \"hat\" or \"leverage\" values, as defined in the\npaper.", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "RoxygenNote": "7.2.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-13 06:34:47 UTC", "User": "root" }, "Author": "Chris Rohlfs [aut, cre]\n()", "Maintainer": "Chris Rohlfs ", "Repository": "https://carohlfs.r-universe.dev", "Date/Publication": "2022-09-09 07:20:02 UTC", "RemoteUrl": "https://github.com/cran/moose", "RemoteRef": "HEAD", "RemoteSha": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "MD5sum": "2f4186dcc945818366a8515790908837", "_user": "carohlfs", "_type": "src", "_file": "moose_0.0.1.tar.gz", "_fileid": "a6a2cfc559f16d742d7f26fe4f91478cfde3b6802451b35413de24a1e66ba6b8", "_filesize": 87047, "_sha256": "a6a2cfc559f16d742d7f26fe4f91478cfde3b6802451b35413de24a1e66ba6b8", "_created": "2026-05-13T06:34:47.000Z", "_published": "2026-05-22T10:09:22.397Z", "_distro": "noble", "_jobs": [ { "job": 77359019434, "time": 98, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6963213819" }, { "job": 77359019442, "time": 82, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6963209849" }, { "job": 77359019653, "time": 153, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6963343445" }, { "job": 77359019616, "time": 154, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6963243416" }, { "job": 77359019236, "time": 134, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6963189539" }, { "job": 77359018938, "time": 81, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7158008836" }, { "job": 77359019468, "time": 68, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6963206228" }, { "job": 77359019933, "time": 55, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6963203782" }, { "job": 77359019664, "time": 68, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6963206621" } ], "_buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/moose", "_commit": { "id": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "author": "Chris Rohlfs ", "committer": "cran-robot ", "message": "version 0.0.1\n", "time": 1662708002 }, "_maintainer": { "name": "Chris Rohlfs", "email": "car2228@columbia.edu", "login": "carohlfs", "linkedin": "in/christopher-rohlfs", "uuid": 8015668, "orcid": "0000-0001-7714-9231" }, "_registered": true, "_dependencies": [], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "carohlfs", "count": 1, "uuid": 8015668 } ], "_userbio": { "uuid": 8015668, "type": "user", "name": "Chris Rohlfs", "description": "Exploring AI-based predictive modeling, causal inference, and model generalizability to decode complex systems like human preferences. See my papers on arXiv 👇" }, "_downloads": { "count": 167, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/moose" }, "_searchresults": 2, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/moose.html", "manual.pdf" ], "_realowner": "carohlfs", "_cranurl": false, "_releases": [ { "version": "0.0.1", "date": "2022-09-09" } ], "_exports": [ "moose" ], "_help": [ { "page": "moose", "title": "moose: mean squared out-of-sample error projection", "topics": [ "moose" ] } ], "_rundeps": [], "_score": 1, "_indexed": true, "_nocasepkg": "moose", "_universes": [ "carohlfs" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.0.1", "date": "2026-05-13T06:36:31.000Z", "distro": "noble", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "b60366102596b749e30399cad7aadec16116c0fd1a0923a4a5e9ef53e59cfdf3", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.6.0", "os": "linux", "version": "0.0.1", "date": "2026-05-13T06:36:17.000Z", "distro": "noble", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "0bf6dc2fc382de1fcc11fb231bcc42d1c24553c7542ba9ee6cf412f03e9c5505", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.5.3", "os": "mac", "version": "0.0.1", "date": "2026-05-13T06:45:18.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "890906df6c10ae9bb19c7bd99d3cb66eb1d375e5d291ebb73d57c3a4bc4b4ed0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.6.0", "os": "mac", "version": "0.0.1", "date": "2026-05-13T06:38:34.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "5e62abcdfa3510b28a1a1c56ffd75026281e1d0e9b495b33542ee76f5b85d105", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.7.0", "os": "win", "version": "0.0.1", "date": "2026-05-13T06:35:56.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "3337c8d1c27ffce318ef8771766926b3753748330675d492db1b70cf1fdca029", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.5.3", "os": "win", "version": "0.0.1", "date": "2026-05-13T06:35:48.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "d5b73c210aac976becfc8bd60c56fabf1de32a1c8e35d694b37092b4bc4dc114", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.6.0", "os": "win", "version": "0.0.1", "date": "2026-05-13T06:36:01.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "70b141b4039279c535e56cbe12eadc9ee75741eec3be12126cd7650075cfda22", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" }, { "r": "4.6.0", "os": "wasm", "version": "0.0.1", "date": "2026-05-22T10:09:08.000Z", "commit": "84e8df2263ae9c0c70d8ce7d296d5f0d8e84f2ff", "fileid": "5cda4689c89c02a198156fec31d8256ca1bcf046c1f9cba710846048909624c5", "status": "success", "buildurl": "https://github.com/r-universe/carohlfs/actions/runs/25782594940" } ] }