{ "_id": "6a2724a624555f66ed529bb3", "Package": "binest", "Type": "Package", "Title": "Estimation of Group Means and SDs from Binned Count Data", "Version": "0.2-1", "Date": "2026-05-27", "Authors@R": "c(\nperson(\"Paul T.\", \"von Hippel\", role = c(\"aut\", \"cre\"),\nemail = \"ph3828@eid.utexas.edu\"),\nperson(\"David J.\", \"Hunter\", role = \"aut\"),\nperson(\"J.R.\", \"Lockwood\", role = \"aut\",\ncomment = \"Original HETOP package author\"))", "Description": "Estimates group-level means and standard deviations from\nbinned (coarsened) count data, where the within-bin scores are\nunobserved. The package implements three methods that share a\ncommon output structure: bin_means() (a fast estimator that\nassumes within-district normality and uses pooled bin\nproportions to derive bin-conditional truncated-normal\nexpectations), mle_hetop() (maximum likelihood for the\nheteroskedastic ordered probit model of Reardon, Shear,\nCastellano and Ho 2017 ), and\nfh_hetop() (the Bayesian Fay-Herriot variant of Lockwood,\nCastellano and Shear 2018 ). The\nmle_hetop() and fh_hetop() functions are forked from the\n'HETOP' package by J. R. Lockwood ('CRAN', last released 2019).\nmle_hetop() has been modified to speed up the runtime via a\nvectorized inner loop and to remove two user-facing arguments\n(fixedcuts and svals) that some users found confusing;\ncutpoints and starting values are now derived internally from\nthe data.", "License": "GPL (>= 2)", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 20:20:01 UTC", "User": "root" }, "Author": "Paul T. von Hippel [aut, cre], David J. Hunter [aut], J.R.\nLockwood [aut] (Original HETOP package author)", "Maintainer": "Paul T. von Hippel ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-06-08 18:20:08 UTC", "RemoteUrl": "https://github.com/cran/binest", "RemoteRef": "HEAD", "RemoteSha": "b1ddee8fa564b6f09bbc0f88ce52394b073b2685", "MD5sum": "af504345f365fd13159ab644d7439e5a", "_user": "cran", "_type": "src", "_file": "binest_0.2-1.tar.gz", "_fileid": "3d7c1ae4c881a644236c32dae8c18013c64ecadfde1e240b4556dbb9489545ab", "_filesize": 445549, "_sha256": "3d7c1ae4c881a644236c32dae8c18013c64ecadfde1e240b4556dbb9489545ab", "_created": "2026-06-08T20:20:01.000Z", "_published": "2026-06-08T20:23:02.110Z", "_distro": "noble", "_jobs": [ { "job": 80188133245, "time": 127, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7491479633" }, { "job": 80188133194, "time": 146, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7491486231" }, { "job": 80187553947, "time": 190, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7491432083" }, { "job": 80188133158, "time": 93, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7491467867" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/27164330485", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/binest", "_commit": { "id": "b1ddee8fa564b6f09bbc0f88ce52394b073b2685", "author": "Paul T. von Hippel ", "committer": "cran-robot ", "message": "version 0.2-1\n", "time": 1780942808 }, "_maintainer": { "name": "Paul T. von Hippel", "email": "ph3828@eid.utexas.edu" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "splines", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "R2jags", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-24", "n": 1 } ], "_tags": [ { "name": "0.2-1", "date": "2026-06-08" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/binest" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/binest.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_cranurl": false, "_releases": [ { "version": "0.2-1", "date": "2026-06-08" } ], "_exports": [ "bin_means", "fh_hetop", "gendata_hetop", "mle_hetop", "triple_goal", "waic_hetop" ], "_datasets": [ { "name": "tx_g6_math_2018", "title": "Texas STAAR Grade-6 Mathematics, 2017-18: District-Level Bin Counts", "object": "tx_g6_math_2018", "file": "tx_g6_math_2018.rda", "class": [ "data.frame" ], "fields": [ "district_id", "district_name", "n_tested", "unsatisfactory", "approaches", "meets", "masters", "reported_mean" ], "rows": 1151, "table": true, "tojson": true } ], "_help": [ { "page": "binest-package", "title": "Estimation of Group Means and SDs from Binned Count Data", "topics": [ "binest-package", "binest" ] }, { "page": "bin_means", "title": "Fast Estimation of Group Means and SDs from Binned Counts", "topics": [ "bin_means" ] }, { "page": "fh_hetop", "title": "Fit Fay-Herriot Heteroskedastic Ordered Probit (FH-HETOP) Model using JAGS", "topics": [ "fh_hetop" ] }, { "page": "gendata_hetop", "title": "Generate count data from Heteroskedastic Ordered Probit (HETOP) Model", "topics": [ "gendata_hetop" ] }, { "page": "mle_hetop", "title": "Maximum Likelihood Estimation of Heteroskedastic Ordered Probit (HETOP) Model", "topics": [ "mle_hetop" ] }, { "page": "triple_goal", "title": "Shen and Louis (1998) Triple Goal Estimators", "topics": [ "triple_goal" ] }, { "page": "tx_g6_math_2018", "title": "Texas STAAR Grade-6 Mathematics, 2017-18: District-Level Bin Counts", "topics": [ "tx_g6_math_2018" ] }, { "page": "waic_hetop", "title": "WAIC for FH-HETOP model", "topics": [ "waic_hetop" ] } ], "_readme": "https://github.com/cran/binest/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "binest.Rmd", "filename": "binest.html", "title": "Estimating District Means from Binned Test Scores with binest", "author": "Paul T. von Hippel and David J. Hunter", "engine": "knitr::rmarkdown", "headings": [ "Overview", "The Texas data", "Method 1: bin_means() with known cutpoints", "Method 2: bin_means() with cutpoints estimated from data", "Method 3: HETOP MLE on a 50-district subsample", "Method 4: HETOP Bayes on the full dataset", "Summary", "References" ], "created": "2026-06-08 18:20:08", "modified": "2026-06-08 18:20:08", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "binest", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2-1", "date": "2026-06-08T20:22:12.000Z", "distro": "noble", "commit": "b1ddee8fa564b6f09bbc0f88ce52394b073b2685", "fileid": "dcabdf262daf657de730b0f88cba55acf4d0d0bd86baece08a77e4d579876255", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27164330485" }, { "r": "4.6.0", "os": "linux", "version": "0.2-1", "date": "2026-06-08T20:22:30.000Z", "distro": "noble", "commit": "b1ddee8fa564b6f09bbc0f88ce52394b073b2685", "fileid": "37f1a5fd90a28f0129fbc1ac341e646cf23de00c5983af08ee8a3d8c27cb8369", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/27164330485" }, { "r": "4.6.0", "os": "wasm", "version": "0.2-1", "date": "2026-06-08T20:21:53.000Z", "commit": "b1ddee8fa564b6f09bbc0f88ce52394b073b2685", "fileid": "78b1047e5336b89fe714c8a065d85dd6c6f4f254f862d4d2b4ad47d0c3299014", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/27164330485" } ] }