{ "_id": "6a365a773efcd9bda4404290", "Package": "impala", "Type": "Package", "Title": "Bayesian Model Calibration", "Version": "0.1.1", "Authors@R": "c(\nperson(given = \"J. Derek\",\nfamily = \"Tucker\",\nrole = c(\"aut\", \"cre\"),\nemail = \"jdtuck@sandia.gov\",\ncomment = c(ORCID = \"0000-0001-8844-2169\")),\nperson(\"Sandia National Laboratories\", role = c(\"cph\", \"fnd\")))", "Description": "Package provides tools for modular Bayesian model\ncalibration. these tools allow for posterior exploration with\nsampling methods including tempering and adaptive Markov Chain\nMonte Carlo (MCMC). Allows for pooled calibration or hierarchal\ncalibration of parameters. For more information see Francom et\nal., 2025 .", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "Config/roxygen2/version": "8.0.0", "URL": "https://github.com/sandialabs/rImpala", "BugReports": "https://github.com/sandialabs/rImpala/issues", "VignetteBuilder": "knitr", "Repository": "https://sandialabs.r-universe.dev", "Date/Publication": "2026-06-19 14:17:50 UTC", "RemoteUrl": "https://github.com/sandialabs/rimpala", "RemoteRef": "HEAD", "RemoteSha": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-20 09:13:22 UTC", "User": "root" }, "Author": "J. Derek Tucker [aut, cre] (ORCID:\n),\nSandia National Laboratories [cph, fnd]", "Maintainer": "J. Derek Tucker ", "MD5sum": "fe943f4dfa18fdbccaf908f87f8a17ba", "_user": "sandialabs", "_type": "src", "_file": "impala_0.1.1.tar.gz", "_fileid": "0f77d7e49355bf2282b47c0ccc17ccff08890f7e08ec7641adeca4905efe637d", "_filesize": 5517131, "_sha256": "0f77d7e49355bf2282b47c0ccc17ccff08890f7e08ec7641adeca4905efe637d", "_created": "2026-06-20T09:13:22.000Z", "_published": "2026-06-20T09:16:39.963Z", "_distro": "noble", "_jobs": [ { "job": 82471813148, "time": 131, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7764015766" }, { "job": 82471813078, "time": 157, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7764018943" }, { "job": 82471813065, "time": 153, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7764014472" }, { "job": 82471813064, "time": 132, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7764013044" }, { "job": 82471517342, "time": 294, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7763997934" }, { "job": 82471813051, "time": 129, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7764015315" }, { "job": 82471813140, "time": 109, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7764013114" }, { "job": 82471813127, "time": 98, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7764011664" }, { "job": 82471813110, "time": 88, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7764010114" } ], "_buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/sandialabs/rimpala", "_commit": { "id": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "author": "J. Derek Tucker ", "committer": "J. Derek Tucker ", "message": "Add NEWS.md\n", "time": 1781878670 }, "_maintainer": { "name": "J. Derek Tucker", "email": "jdtuck@sandia.gov", "login": "jdtuck", "description": "", "uuid": 2325587, "orcid": "0000-0001-8844-2169" }, "_registered": true, "_dependencies": [ { "package": "cli", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "progress", "role": "Imports" }, { "package": "einsum", "role": "Imports" }, { "package": "fdasrvf", "role": "Suggests" }, { "package": "BASS", "role": "Suggests" }, { "package": "BayesPPR", "role": "Suggests" }, { "package": "mvBayes", "role": "Suggests" }, { "package": "coda", "role": "Suggests" }, { "package": "bayesplot", "role": "Suggests" }, { "package": "gridExtra", "role": "Suggests" }, { "package": "hexbin", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "sandialabs", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-33", "n": 1 }, { "week": "2025-35", "n": 3 }, { "week": "2025-36", "n": 1 }, { "week": "2026-19", "n": 22 }, { "week": "2026-21", "n": 2 }, { "week": "2026-22", "n": 1 }, { "week": "2026-23", "n": 1 }, { "week": "2026-24", "n": 2 }, { "week": "2026-25", "n": 3 } ], "_tags": [ { "name": "v0.1.1", "date": "2026-06-19" } ], "_topics": [ "scr-3216", "snl-data-analysis" ], "_stars": 1, "_contributors": [ { "user": "jdtuck", "count": 136, "uuid": 2325587 }, { "user": "gqcollins", "count": 5, "uuid": 35498516 } ], "_userbio": { "uuid": 4993680, "type": "organization", "name": "Sandia National Laboratories", "followers": 796, "description": "Exceptional service in the national interest." }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/impala" }, "_devurl": "https://github.com/sandialabs/rimpala", "_searchresults": 70, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/impala.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE", "manual.pdf" ], "_homeurl": "https://github.com/sandialabs/rimpala", "_realowner": "sandialabs", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2026-06-19" } ], "_exports": [ "addVecExperiments", "calibPool", "CalibSetup", "cf_bounds", "evalm", "ModelBassPca_func", "ModelmvBayes", "ModelmvBayes_elastic", "ModelmvBayes_elastic_GP", "ModelmvBayes_GP", "setMCMC", "setTemperatureLadder", "tran_unif" ], "_help": [ { "page": "addVecExperiments", "title": "Add vector experiments", "topics": [ "addVecExperiments" ] }, { "page": "calibPool", "title": "Pool Calibration", "topics": [ "calibPool" ] }, { "page": "CalibSetup", "title": "Pooled Bayesian Model Calibration", "topics": [ "CalibSetup" ] }, { "page": "cf_bounds", "title": "Compare to bounds", "topics": [ "cf_bounds" ] }, { "page": "evalm", "title": "evalm constructor", "topics": [ "evalm" ] }, { "page": "ModelBassPca_func", "title": "PCA Based Model Emulator using BASS", "topics": [ "ModelBassPca_func" ] }, { "page": "ModelmvBayes", "title": "mvBayes Emulator for Functional Outputs (can use different BASS/BPPR type emulators)", "topics": [ "ModelmvBayes" ] }, { "page": "ModelmvBayes_elastic", "title": "mvBayes elastic Emulator for Functional Outputs (can use different BASS/BPPR type emulators)", "topics": [ "ModelmvBayes_elastic" ] }, { "page": "ModelmvBayes_elastic_GP", "title": "mvBayes elastic Emulator for Functional Outputs (can use different BASS/BPPR type emulators)", "topics": [ "ModelmvBayes_elastic_GP" ] }, { "page": "ModelmvBayes_GP", "title": "mvBayes Emulator for Functional Outputs (GP)", "topics": [ "ModelmvBayes_GP" ] }, { "page": "setMCMC", "title": "Set MCMC Parameters", "topics": [ "setMCMC" ] }, { "page": "setTemperatureLadder", "title": "Set Temperature Ladder", "topics": [ "setTemperatureLadder" ] }, { "page": "tran_unif", "title": "Transform parameters", "topics": [ "tran_unif" ] } ], "_pkglogo": "https://github.com/sandialabs/rimpala/raw/HEAD/man/figures/logo.png", "_readme": "https://github.com/sandialabs/rimpala/raw/HEAD/README.md", "_rundeps": [ "cli", "crayon", "einsum", "glue", "hms", "lifecycle", "mathjaxr", "pkgconfig", "prettyunits", "progress", "R6", "Rcpp", "rlang", "vctrs" ], "_vignettes": [ { "source": "example.Rmd", "filename": "example.html", "title": "EFMBC Exmaple", "engine": "knitr::rmarkdown", "headings": [], "created": "2026-05-06 13:04:50", "modified": "2026-05-06 13:04:50", "commits": 1 } ], "_score": 5.498310553789601, "_indexed": true, "_nocasepkg": "impala", "_universes": [ "sandialabs", "jdtuck" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-06-20T09:15:33.000Z", "distro": "noble", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "fe634b958d279bbd40651fe9e71d43c1141ddfc162f20983dc94eac676a44280", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.6.0", "os": "linux", "version": "0.1.1", "date": "2026-06-20T09:15:50.000Z", "distro": "noble", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "8778f37a6fd65349aaed8e4475a683788e0a8702d8b06c927e039bdf3e131439", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1", "date": "2026-06-20T09:15:29.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "e7d5b78a50dabfd5b224d8ad18cf40e74ac27fa4adc7d85643bf7fef9a0e0d49", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.6.0", "os": "mac", "version": "0.1.1", "date": "2026-06-20T09:15:17.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "2bbb4404cb0fc0e863887022c687bdf697fa9ff92aa50f67a8b0455dec04cd2f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-06-20T09:15:49.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "468e59a2f333ca7a6a8feef63c0bd4d96a295c8b603e24067130e2a8e1d14b54", "status": "success", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.7.0", "os": "win", "version": "0.1.1", "date": "2026-06-20T09:15:04.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "bae03bb4745b50843e760e31bd6515d1df0867c5150b676337b757316cc4d37a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.5.3", "os": "win", "version": "0.1.1", "date": "2026-06-20T09:14:56.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "cabfe3ecba8a7111e8ca18663a8f0cb985be9a749315a69af09bcea378399fa9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" }, { "r": "4.6.0", "os": "win", "version": "0.1.1", "date": "2026-06-20T09:14:39.000Z", "commit": "4734fac5bc7ffa505baf92f0a5b675fdce79c443", "fileid": "db6b2f72ed3749d34988cc0ffb69e7a5b3f98664a8a4911095b6f6269053cee8", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/sandialabs/actions/runs/27866552136" } ] }