{ "_id": "6ac6138df511ae58c09a5a93", "Package": "BayesRE", "Type": "Package", "Title": "Bayesian Multiple Linear Regression Estimation for Crop Yield", "Version": "0.1.0", "Authors@R": "c(person(\"Prakash\",\"Kumar\",role=c(\"aut\",\"cre\"),email=\"prakash289111@gmail.com\"),\nperson(c(\"Himadri\",\"Sekhar\"),\"Roy\",role=\"aut\"),\nperson(c(\"Ranjit\",\"Kumar\"),\"Paul\",role=\"aut\"),\nperson(\"Md.\",\"Yeasin\",role=\"aut\"),\nperson(\"Neeraj\",\"Budhlakoti\",role=\"aut\"),\nperson(c(\"Sunil\",\"Kumar\"),\"Yadav\",role=\"aut\"),\nperson(c(\"Amrit\",\"Kumar\"),\"Paul\",role=\"aut\"))", "Description": "Implements Bayesian multiple linear regression models for\nestimating crop yield response to climatic variables. Posterior\npredictions and regional sensitivity coefficients are returned\nand can be visualised with built-in plotting utilities. Methods\nare based on Stan (Carpenter et al. (2017)\n) and Bayesian workflow described in\nGelman et al. (2013, ISBN:9781439840955).", "License": "MIT + file LICENSE", "Encoding": "UTF-8", "LazyData": "true", "Config/roxygen2/version": "8.1.0", "RoxygenNote": "7.3.3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 09:32:34 UTC", "User": "root" }, "Author": "Prakash Kumar [aut, cre], Himadri Sekhar Roy [aut], Ranjit\nKumar Paul [aut], Md. Yeasin [aut], Neeraj Budhlakoti [aut],\nSunil Kumar Yadav [aut], Amrit Kumar Paul [aut]", "Maintainer": "Prakash Kumar ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-06 10:32:19 UTC", "RemoteUrl": "https://github.com/cran/BayesRE", "RemoteRef": "HEAD", "RemoteSha": "8f2047a92ae1f46725f679cd0790293860100997", "_user": "cran", "_type": "src", "_file": "BayesRE_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/cc8f7d401376c5476c957cc71d54d0a827678d6d8a6d117b9b63c9aedd1df2cc", "_filesize": 156498, "_sha256": "cc8f7d401376c5476c957cc71d54d0a827678d6d8a6d117b9b63c9aedd1df2cc", "_expires": "2027-01-15T09:40:27.000Z", "_created": "2026-10-07T09:32:34.000Z", "_published": "2026-10-07T09:40:29.506Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 112726265771, "time": 132, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11473231792" }, { "job": 112726265768, "time": 153, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11472594148" }, { "job": 112721851078, "time": 189, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11473460905" }, { "job": 112726265639, "time": 128, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11473416532" }, { "job": 112726265692, "time": 112, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11472493535" }, { "job": 112726265736, "time": 82, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11472334231" } ], "_upstream": "https://github.com/cran/BayesRE", "_commit": { "id": "8f2047a92ae1f46725f679cd0790293860100997", "author": "Prakash Kumar ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1791282739 }, "_maintainer": { "name": "Prakash Kumar", "email": "prakash289111@gmail.com" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0", "role": "Depends" }, { "package": "rstan", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "bayesplot", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-41", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-10-06" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/BayesRE" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/BayesRE.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "LICENSE" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-10-06" } ], "_exports": [ "compute_metrics", "fit_bayesre", "plot_diagnostics", "plot_observed_vs_predicted", "plot_response_surface", "plot_response_surface_data", "predict_bayesre" ], "_datasets": [ { "name": "bayesre_example", "title": "Example Rice Yield Dataset", "object": "bayesre_example", "class": [ "data.frame" ], "fields": [ "Location", "Year", "Yield", "Temp", "Precip" ], "rows": 130, "table": true, "tojson": true } ], "_help": [ { "page": "bayesre_example", "title": "Example Rice Yield Dataset", "topics": [ "bayesre_example" ] }, { "page": "compute_metrics", "title": "Compute Model Metrics", "topics": [ "compute_metrics" ] }, { "page": "fit_bayesre", "title": "Fit Bayesian Regression Model", "topics": [ "fit_bayesre" ] }, { "page": "plot_diagnostics", "title": "Plot Diagnostics", "topics": [ "plot_diagnostics" ] }, { "page": "plot_observed_vs_predicted", "title": "Plot Observed vs Predicted Yield", "topics": [ "plot_observed_vs_predicted" ] }, { "page": "plot_response_surface", "title": "Plot Yield Response Heatmap", "topics": [ "plot_response_surface" ] }, { "page": "plot_response_surface_data", "title": "Plot Response Surface with Observations", "topics": [ "plot_response_surface_data" ] }, { "page": "predict_bayesre", "title": "Posterior Predictions", "topics": [ "predict_bayesre" ] } ], "_rundeps": [ "abind", "backports", "bayesplot", "BH", "callr", "checkmate", "cli", "cpp11", "desc", "distributional", "dplyr", "farver", "generics", "ggdist", "ggplot2", "ggridges", "glue", "gridExtra", "gtable", "inline", "isoband", "labeling", "lifecycle", "loo", "magrittr", "matrixStats", "numDeriv", "otel", "pillar", "pkgbuild", "pkgconfig", "plyr", "posterior", "processx", "ps", "purrr", "quadprog", "QuickJSR", "R6", "RColorBrewer", "Rcpp", "RcppEigen", "RcppParallel", "reshape2", "rlang", "rstan", "S7", "scales", "StanHeaders", "stringi", "stringr", "tensorA", "tibble", "tidyr", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 1, "_indexed": true, "_nocasepkg": "bayesre", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-07T09:37:53.000Z", "distro": "resolute", "commit": "8f2047a92ae1f46725f679cd0790293860100997", "fileid": "https://r2.ropensci.org/e56f01e1eecc4225c23904001ce768e4a849e8c8b3bcd83b9f7b2767bf5b9bfb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-07T09:38:11.000Z", "distro": "resolute", "commit": "8f2047a92ae1f46725f679cd0790293860100997", "fileid": "https://r2.ropensci.org/4b6da970c5e78a4bdb60e259dcbcb6681be32f65fe4bd5d7e2bfe3a4a7af331a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-07T09:38:15.000Z", "commit": "8f2047a92ae1f46725f679cd0790293860100997", "fileid": "https://r2.ropensci.org/140af5bbf6dd1dba934d83c4773fa86c5917919da047b96a75cea2969b142eff", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-07T09:34:11.000Z", "commit": "8f2047a92ae1f46725f679cd0790293860100997", "fileid": "https://r2.ropensci.org/f3ed90b43f47ea4d821e00e766a8f32f81fce138da6207e16e46496196e9db23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-07T09:33:55.000Z", "commit": "8f2047a92ae1f46725f679cd0790293860100997", "fileid": "https://r2.ropensci.org/b6ede437196970d03e84adcae021bd5e2a4e3b7453d5fcd265af7584ae17f103", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/37599192913" } ] }