{ "_id": "6ace1770a14063b82c3af834", "Package": "nimbleSMC", "Title": "Sequential Monte Carlo Methods for 'nimble'", "Description": "Includes five particle filtering algorithms for use with\nstate space models in the 'nimble' system: 'Auxiliary',\n'Bootstrap', 'Ensemble Kalman filter', 'Iterated Filtering 2',\nand 'Liu-West', as described in Michaud et al. (2021),\n. A full User Manual is available at\n.", "Version": "0.11.1", "Date": "2024-06-14", "Maintainer": "Christopher Paciorek ", "Authors@R": "c(person(\"Nick\", \"Michaud\", role = \"aut\"),\nperson(\"Perry\", \"de Valpine\", role = \"aut\"),\nperson(\"Christopher\", \"Paciorek\", email = \"paciorek@stat.berkeley.edu\", role = c(\"aut\", \"cre\")),\nperson(\"Daniel\", \"Turek\", role = \"aut\"),\nperson(\"Benjamin R.\", \"Goldstein\", role = \"ctb\", comment = \"packaging contributions\"),\nperson(\"Dao\", \"Nguyen\", role = \"ctb\", comment = \"contributions to the IF2 code\"),\nperson(\"The Regents of the\", \"University of California\", role = \"cph\"))", "License": "BSD_3_clause + file LICENSE | GPL (>= 2)", "Copyright": "See COPYRIGHTS file.", "URL": "https://r-nimble.org, https://github.com/nimble-dev/nimbleSMC", "Encoding": "UTF-8", "Collate": "AuxiliaryFilter.R BootstrapFilter.R EnKFilter.R IF2Filter.R\nLiuWestFilter.R MCMCSamplers.R resamplers.R utils.R zzz.R", "RoxygenNote": "7.2.3", "Config/pak/sysreqs": "libglpk-dev libxml2-dev", "Repository": "https://nimble-dev.r-universe.dev", "Date/Publication": "2025-06-25 20:43:58 UTC", "RemoteUrl": "https://github.com/nimble-dev/nimblesmc", "RemoteRef": "HEAD", "RemoteSha": "6d39f55ed614d168e565ccf401b4cf82bafda998", "RemoteSubdir": "packages/nimbleSMC", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-13 11:31:24 UTC", "User": "root" }, "Author": "Nick Michaud [aut],\nPerry de Valpine [aut],\nChristopher Paciorek [aut, cre],\nDaniel Turek [aut],\nBenjamin R. Goldstein [ctb] (packaging contributions),\nDao Nguyen [ctb] (contributions to the IF2 code),\nThe Regents of the University of California [cph]", "_user": "nimble-dev", "_type": "src", "_file": "nimbleSMC_0.11.1.tar.gz", "_fileid": "https://r2.ropensci.org/d5ea793675c783ca895f64ee713305415cb09f6b28bd44c3efd7054cc4a2846a", "_filesize": 192345, "_sha256": "d5ea793675c783ca895f64ee713305415cb09f6b28bd44c3efd7054cc4a2846a", "_expires": "2027-01-21T11:35:10.000Z", "_created": "2026-10-13T11:31:24.000Z", "_published": "2026-10-13T11:35:12.311Z", "_buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115273970983, "time": 121, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11809131711" }, { "job": 115273971107, "time": 127, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11808952433" }, { "job": 115273971152, "time": 170, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11808483572" }, { "job": 115273970937, "time": 158, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11807933388" }, { "job": 115272863675, "time": 167, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11808847251" }, { "job": 115273970926, "time": 100, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11808703157" }, { "job": 115273971183, "time": 104, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11808593244" }, { "job": 115273971101, "time": 88, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11807893298" }, { "job": 115273971085, "time": 101, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11808897369" } ], "_upstream": "https://github.com/nimble-dev/nimblesmc", "_commit": { "id": "6d39f55ed614d168e565ccf401b4cf82bafda998", "author": "Christopher Paciorek ", "committer": "Christopher Paciorek ", "message": "Remove stray print statements.\n", "time": 1750884238 }, "_maintainer": { "name": "Christopher Paciorek", "email": "paciorek@stat.berkeley.edu", "login": "paciorek", "description": "", "uuid": 2501598 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.2", "role": "Depends" }, { "package": "nimble", "version": ">= 1.0.0", "role": "Depends" }, { "package": "methods", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "nimble-dev", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 4, "_contributors": [ { "user": "paciorek", "count": 64, "uuid": 2501598 }, { "user": "dochvam", "count": 31, "uuid": 24279399 }, { "user": "danielturek", "count": 5, "uuid": 4511457 }, { "user": "perrydv", "count": 4, "uuid": 8012337 } ], "_userbio": { "uuid": 7871767, "type": "organization", "name": "nimble-dev", "followers": 25 }, "_downloads": { "count": 415, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/nimbleSMC" }, "_devurl": "https://github.com/nimble-dev/nimblesmc", "_searchresults": 58, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/nimbleSMC.html", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/nimble-dev/nimblesmc", "_realowner": "nimble-dev", "_cranurl": true, "_releases": [ { "version": "0.10.0", "date": "2020-11-09" }, { "version": "0.10.1", "date": "2021-12-09" }, { "version": "0.11.0", "date": "2023-09-11" }, { "version": "0.11.1", "date": "2024-06-14" } ], "_exports": [ "buildAuxiliaryFilter", "buildBootstrapFilter", "buildEnsembleKF", "buildIteratedFilter2", "buildLiuWestFilter", "sampler_RW_PF", "sampler_RW_PF_block" ], "_help": [ { "page": "buildAuxiliaryFilter", "title": "Create an auxiliary particle filter algorithm to estimate log-likelihood.", "concept": [ "particle filtering methods" ], "topics": [ "buildAuxiliaryFilter" ] }, { "page": "buildBootstrapFilter", "title": "Create a bootstrap particle filter algorithm to estimate log-likelihood.", "concept": [ "particle filtering methods" ], "topics": [ "buildBootstrapFilter" ] }, { "page": "buildEnsembleKF", "title": "Create an Ensemble Kalman filter algorithm to sample from latent states.", "concept": [ "filtering methods", "particle filtering methods" ], "topics": [ "buildEnsembleKF" ] }, { "page": "buildIteratedFilter2", "title": "Create an IF2 algorithm.", "concept": [ "particle filtering methods" ], "topics": [ "buildIteratedFilter2" ] }, { "page": "buildLiuWestFilter", "title": "Create a Liu and West particle filter algorithm.", "concept": [ "particle filtering methods" ], "topics": [ "buildLiuWestFilter" ] }, { "page": "samplers", "title": "Particle Filtering MCMC Sampling Algorithms", "topics": [ "RW_PF", "RW_PF_block", "sampler", "samplers", "sampler_RW_PF", "sampler_RW_PF_block", "SMCsamplers" ] } ], "_readme": "https://github.com/nimble-dev/nimblesmc/raw/HEAD/README.md", "_rundeps": [ "cli", "coda", "cpp11", "glue", "igraph", "lattice", "lifecycle", "magrittr", "Matrix", "nimble", "numDeriv", "pkgconfig", "pracma", "R6", "rlang", "vctrs" ], "_score": 4.541579243946582, "_indexed": true, "_nocasepkg": "nimblesmc", "_universes": [ "nimble-dev", "paciorek" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.11.1", "date": "2026-10-13T11:33:19.000Z", "distro": "resolute", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/e05930112b6cb0cb8227d65130c300ebc6a8965f36cdba41ae03d69594e073ed", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.6.1", "os": "linux", "version": "0.11.1", "date": "2026-10-13T11:33:18.000Z", "distro": "resolute", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/00f5aa2bc43766f4d3bd3e7093e439fdd883a531377a848efab81d31c2574995", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.5.3", "os": "mac", "version": "0.11.1", "date": "2026-10-13T11:33:38.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/36dc97eac071f0897a0d301f4d34c29e9706875f48804c61b229dc6beac1df90", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.6.1", "os": "mac", "version": "0.11.1", "date": "2026-10-13T11:33:39.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/fb419836ef82f56fdf3c74aa263e3e7034223947520ec52d9000449fe0abfbdf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.6.0", "os": "wasm", "version": "0.11.1", "date": "2026-10-13T11:33:24.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/afbf0afb741273ee76d5d6c47a256fca74f1cb08b123f91d9b9d8e90552938ad", "status": "success", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.7.0", "os": "win", "version": "0.11.1", "date": "2026-10-13T11:32:44.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/aad49504f5e984c56b2777536d323b2167ef1d6631fdf6b3fb12feb4271c10bf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.5.3", "os": "win", "version": "0.11.1", "date": "2026-10-13T11:32:34.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/eb8466ceedc65db151f28182d023678e808a6eb731005743247a62e35db1cd48", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" }, { "r": "4.6.1", "os": "win", "version": "0.11.1", "date": "2026-10-13T11:32:41.000Z", "commit": "6d39f55ed614d168e565ccf401b4cf82bafda998", "fileid": "https://r2.ropensci.org/5e32b4cec40961181a1a4b7b7a120853f61cf048f29d7e2fcfa054022e9a97d7", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/nimble-dev/actions/runs/38390463373" } ] }