{ "_id": "6a33ca4b3efcd9bda43b2966", "Package": "emulator", "Type": "Package", "Title": "Bayesian Emulation of Computer Programs", "Version": "1.2-24", "Authors@R": "person(given=c(\"Robin\", \"K. S.\"), family=\"Hankin\", role = c(\"aut\",\"cre\"), email=\"hankin.robin@gmail.com\", comment = c(ORCID = \"0000-0001-5982-0415\"))", "VignetteBuilder": "knitr", "Maintainer": "Robin K. S. Hankin ", "Description": "Allows one to estimate the output of a computer program,\nas a function of the input parameters, without actually running\nit. The computer program is assumed to be a Gaussian process,\nwhose parameters are estimated using Bayesian techniques that\ngive a PDF of expected program output. This PDF is conditional\non a training set of runs, each consisting of a point in\nparameter space and the model output at that point. The\nemphasis is on complex codes that take weeks or months to run,\nand that have a large number of undetermined input parameters;\nmany climate prediction models fall into this class. The\nemulator essentially determines Bayesian posterior estimates of\nthe PDF of the output of a model, conditioned on results from\nprevious runs and a user-specified prior linear model. The\npackage includes functionality to evaluate quadratic forms\nefficiently.", "License": "GPL", "URL": "https://github.com/RobinHankin/emulator", "BugReports": "https://github.com/RobinHankin/emulator/issues", "Repository": "https://robinhankin.r-universe.dev", "Date/Publication": "2025-04-19 06:59:45 UTC", "RemoteUrl": "https://github.com/robinhankin/emulator", "RemoteRef": "HEAD", "RemoteSha": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-18 10:31:48 UTC", "User": "root" }, "Author": "Robin K. S. Hankin [aut, cre] (ORCID:\n)", "MD5sum": "a65151400c4432be3e485d286fd3ddf1", "_user": "robinhankin", "_type": "src", "_file": "emulator_1.2-24.tar.gz", "_fileid": "22c9293b84a0241551c3d544238a76e48b0f06ba5106c29d1439f73504a628c1", "_filesize": 778646, "_sha256": "22c9293b84a0241551c3d544238a76e48b0f06ba5106c29d1439f73504a628c1", "_created": "2026-06-18T10:31:48.000Z", "_published": "2026-06-18T10:36:59.973Z", "_distro": "noble", "_jobs": [ { "job": 82109385510, "time": 108, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7720861586" }, { "job": 82109385514, "time": 104, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7720861906" }, { "job": 82109385505, "time": 93, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7720874349" }, { "job": 82109385552, "time": 93, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7720922473" }, { "job": 82108914758, "time": 160, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7720823096" }, { "job": 82109385496, "time": 85, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7720853239" }, { "job": 82109385516, "time": 77, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7720850764" }, { "job": 82109385568, "time": 75, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7720849199" }, { "job": 82109385564, "time": 63, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7720846751" } ], "_buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/robinhankin/emulator", "_commit": { "id": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "author": "robin ", "committer": "robin ", "message": "remove pandoc\n", "time": 1745045985 }, "_maintainer": { "name": "Robin K. S. Hankin", "email": "hankin.robin@gmail.com", "login": "robinhankin", "orcid": "0000-0001-5982-0415", "description": "pushing the boundaries of R in non-statistical contexts", "uuid": 13262034 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.0.1", "role": "Depends" }, { "package": "mvtnorm", "role": "Depends" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "robinhankin", "_selfowned": true, "_usedby": 20, "_updates": [], "_tags": [], "_stars": 4, "_contributors": [ { "user": "robinhankin", "count": 61, "uuid": 13262034 } ], "_userbio": { "uuid": 13262034, "type": "user", "name": "Robin Hankin", "followers": 69, "description": "pushing the boundaries of R in non-statistical contexts" }, "_downloads": { "count": 4643, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/emulator" }, "_mentions": 4, "_devurl": "https://github.com/robinhankin/emulator", "_searchresults": 95, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/emulator.html", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/robinhankin/emulator", "_realowner": "robinhankin", "_cranurl": true, "_releases": [ { "version": "1.1-5", "date": "2009-07-18" }, { "version": "1.1-7", "date": "2009-10-15" }, { "version": "1.1-8", "date": "2009-10-26" }, { "version": "1.2-2", "date": "2011-03-10" }, { "version": "1.2-4", "date": "2011-03-18" }, { "version": "1.2-8", "date": "2011-08-11" }, { "version": "1.2-9", "date": "2011-12-27" }, { "version": "1.2-12", "date": "2013-02-11" }, { "version": "1.2-13", "date": "2013-12-02" }, { "version": "1.2-15", "date": "2014-09-08" }, { "version": "1.2-17", "date": "2018-05-17" }, { "version": "1.2-19", "date": "2019-01-15" }, { "version": "1.2-20", "date": "2019-03-19" }, { "version": "1.2-21", "date": "2021-04-25" }, { "version": "1.2-24", "date": "2024-03-22" } ], "_exports": [ "betahat.fun", "betahat.fun.A", "cond.sample", "corr", "corr.matrix", "cprod", "dry", "estimator", "ht", "int.qq", "interpolant", "interpolant.quick", "latin.hypercube", "makeinputfiles", "model", "optimal.scale", "optimal.scales", "pad", "prior.b", "prior.B", "quad.3diag", "quad.3form", "quad.3form.inv", "quad.3tdiag", "quad.3tform", "quad.diag", "quad.form", "quad.form.inv", "quad.tdiag", "quad.tform", "quad.tform.inv", "regressor.basis", "regressor.multi", "s.chi", "sample.from.exp.est", "sample.n.fit", "scales.likelihood", "sigmahatsquared", "sigmahatsquared.A", "tcprod", "tr", "var.conditional" ], "_datasets": [ { "name": "expert.estimates", "title": "Expert estimates for Goldstein input parameters", "object": "expert.estimates", "file": "expert.estimates.rda", "class": [ "data.frame" ], "fields": [ "low", "best", "high" ], "rows": 16, "table": true, "tojson": true }, { "name": "results.table", "title": "Results from 100 Goldstein runs", "object": "results.table", "file": "results.table.rda", "class": [ "data.frame" ], "fields": [ "filenumber", "windstress", "oc.horiz.diffus", "oc.vert.diffus", "oc.drag", "at.heat.diffus", "at.mois.diffus", "at.width", "at.slope", "advfact.zonalheat", "advfact.meridheat", "advfact.zonalmois", "advfact.meridmois", "co2.scaling", "clim.sens", "thres.humid", "ice.diffus", "fw.scaling", "solar.const", "ominp", "omaxp", "omina", "omaxa", "avn", "rms", "average.SAT", "model.error" ], "rows": 100, "table": true, "tojson": true }, { "name": "toy", "title": "A toy dataset", "object": "toy", "file": "toy.rda", "class": [ "matrix", "array" ], "fields": [ "a", "b", "c", "d", "e", "f" ], "rows": 10, "table": true, "tojson": true } ], "_help": [ { "page": "emulator-package", "title": "Bayesian Emulation of Computer Programs", "topics": [ "emulator-package", "emulator" ] }, { "page": "betahat.fun", "title": "Calculates MLE coefficients of linear fit", "topics": [ "betahat.fun", "betahat.fun.A" ] }, { "page": "corr", "title": "correlation function for calculating A", "topics": [ "corr", "corr.matrix" ] }, { "page": "dry", "title": "Don't Repeat Yourself", "topics": [ "dry" ] }, { "page": "estimator", "title": "Estimates each known datapoint using the others as datapoints", "topics": [ "estimator" ] }, { "page": "expert.estimates", "title": "Expert estimates for Goldstein input parameters", "topics": [ "expert.estimates" ] }, { "page": "interpolant", "title": "Interpolates between known points using Bayesian estimation", "topics": [ "int.qq", "interpolant", "interpolant.quick" ] }, { "page": "latin.hypercube", "title": "Latin hypercube design matrix", "topics": [ "latin.hypercube" ] }, { "page": "makeinputfiles", "title": "Makes input files for condor runs of goldstein", "topics": [ "makeinputfiles", "sample.from.exp.est" ] }, { "page": "model", "title": "Simple model for concept checking", "topics": [ "model" ] }, { "page": "oo2002", "title": "Implementation of the ideas of Oakley and O'Hagan 2002", "topics": [ "cond.sample", "OO2002", "oo2002", "var.conditional" ] }, { "page": "optimal.scales", "title": "Use optimization techniques to find the optimal scales", "topics": [ "optimal.scale", "optimal.scales" ] }, { "page": "pad", "title": "Simple pad function", "topics": [ "pad" ] }, { "page": "prior.b", "title": "Prior linear fits", "topics": [ "prior.B", "prior.b" ] }, { "page": "quad.form", "title": "Evaluate a quadratic form efficiently", "topics": [ "cprod", "ht", "quad.3diag", "quad.3form", "quad.3form.inv", "quad.3tdiag", "quad.3tform", "quad.diag", "quad.form", "quad.form.inv", "quad.tdiag", "quad.tform", "quad.tform.inv", "tcprod" ] }, { "page": "regressor.basis", "title": "Regressor basis function", "topics": [ "regressor.basis", "regressor.multi" ] }, { "page": "results.table", "title": "Results from 100 Goldstein runs", "topics": [ "results.table" ] }, { "page": "s.chi", "title": "Variance estimator", "topics": [ "s.chi" ] }, { "page": "sample.n.fit", "title": "Sample from a Gaussian process and fit an emulator to the points", "topics": [ "sample.n.fit" ] }, { "page": "scales.likelihood", "title": "Likelihood of roughness parameters", "topics": [ "scales.likelihood" ] }, { "page": "sigmahatsquared", "title": "Estimator for sigma squared", "topics": [ "sigmahatsquared", "sigmahatsquared.A" ] }, { "page": "toy", "title": "A toy dataset", "topics": [ "toy" ] }, { "page": "tr", "title": "Trace of a matrix", "topics": [ "tr" ] } ], "_readme": "https://github.com/robinhankin/emulator/raw/HEAD/README.md", "_rundeps": [ "mvtnorm" ], "_vignettes": [ { "source": "emulex.Rnw", "filename": "emulex.pdf", "title": "Emulex: a cookbook for the emulator package", "engine": "utils::Sweave", "headings": [ "Introduction", "List of objects that the user needs to supply", "Data analysis", "Data generation" ], "created": "2018-03-22 20:32:41", "modified": "2024-03-22 07:33:22", "commits": 5 } ], "_score": 8.32576352633061, "_indexed": true, "_nocasepkg": "emulator", "_universes": [ "robinhankin" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2-24", "date": "2026-06-18T10:33:43.000Z", "distro": "noble", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "1403071dd29673b9b94c2f19859d463ade19192904da580625758c35e7249b58", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.6.0", "os": "linux", "version": "1.2-24", "date": "2026-06-18T10:33:44.000Z", "distro": "noble", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "ecfe06bca799638c70207956968a30b279c3f48175a794d2eb32b8c6fcaab08a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.5.3", "os": "mac", "version": "1.2-24", "date": "2026-06-18T10:34:20.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "7c4ebfe9d253ed1f1186e3a5e72adee5f7cc0fd4a8fb27fb318a064f2c23bb0a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.6.0", "os": "mac", "version": "1.2-24", "date": "2026-06-18T10:36:34.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "4eac016026dc6957e667e288c5f1138937cdcf17dd2d271e919e2ead0e2833c5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.6.0", "os": "wasm", "version": "1.2-24", "date": "2026-06-18T10:33:32.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "1f460d4a7144e79946bed700a9ed12cb6221e936beed37bde742b480843b44c9", "status": "success", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.7.0", "os": "win", "version": "1.2-24", "date": "2026-06-18T10:33:06.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "5a9955bf104d6c9f77cad79a1cb06572f28f96e2d20748bbabc6387ca7843f58", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.5.3", "os": "win", "version": "1.2-24", "date": "2026-06-18T10:33:00.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "86fd45434954d1b7bec3ebb5389a2349ec52ed8c084e11f984b64b852ca3c34e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" }, { "r": "4.6.0", "os": "win", "version": "1.2-24", "date": "2026-06-18T10:32:56.000Z", "commit": "f35327ba516e9ebcb8fb9dd0fe0e3a93a05a7957", "fileid": "7545e3c4f9b6221312a01bdb80ea219f35fb4309f29308415fdda620c8a46ef1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/robinhankin/actions/runs/27753301880" } ] }