{ "_id": "6a2156dacd65a98ecbd2e532", "Package": "binequality", "Type": "Package", "Title": "Methods for Analyzing Binned Income Data", "Version": "1.0.4", "Date": "2018-11-05", "Author": "Samuel V. Scarpino, Paul von Hippel, and Igor Holas", "Maintainer": "Samuel V. Scarpino ", "Description": "Methods for model selection, model averaging, and\ncalculating metrics, such as the Gini, Theil, Mean Log\nDeviation, etc, on binned income data where the topmost bin is\nright-censored. We provide both a non-parametric method,\ntermed the bounded midpoint estimator (BME), which assigns\ncases to their bin midpoints; except for the censored bins,\nwhere cases are assigned to an income estimated by fitting a\nPareto distribution. Because the usual Pareto estimate can be\ninaccurate or undefined, especially in small samples, we\nimplement a bounded Pareto estimate that yields much better\nresults. We also provide a parametric approach, which fits\ndistributions from the generalized beta (GB) family. Because\nsome GB distributions can have poor fit or undefined estimates,\nwe fit 10 GB-family distributions and use multimodel inference\nto obtain definite estimates from the best-fitting\ndistributions. We also provide binned income data from all\nUnited States of America school districts, counties, and\nstates.", "License": "GPL (>= 3.0)", "LazyLoad": "yes", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-04 10:40:44 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2018-11-05 13:20:03 UTC", "RemoteUrl": "https://github.com/cran/binequality", "RemoteRef": "HEAD", "RemoteSha": "a3398c123ed494309f78ddc0251f228262345078", "MD5sum": "fbf9d2b80340b35f8afdba427ccc38aa", "_user": "cran", "_type": "src", "_file": "binequality_1.0.4.tar.gz", "_fileid": "7447bfee8288afc35c427f2af0164bf0a0f10ba2596c8e4d7de3e83f25135a6b", "_filesize": 2569020, "_sha256": "7447bfee8288afc35c427f2af0164bf0a0f10ba2596c8e4d7de3e83f25135a6b", "_created": "2026-06-04T10:40:44.000Z", "_published": "2026-06-04T10:43:38.322Z", "_distro": "noble", "_jobs": [ { "job": 79501518575, "time": 128, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7409387331" }, { "job": 79501518589, "time": 129, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7409387682" }, { "job": 79501113465, "time": 158, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7409346174" }, { "job": 79501518594, "time": 96, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7409377330" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26946610052", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/binequality", "_commit": { "id": "a3398c123ed494309f78ddc0251f228262345078", "author": "Samuel V. Scarpino ", "committer": "cran-robot ", "message": "version 1.0.4\n", "time": 1541424003 }, "_maintainer": { "name": "Samuel V. Scarpino", "email": "s.scarpino@northeastern.edu" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "gamlss", "version": ">= 4.2.7", "role": "Depends" }, { "package": "gamlss.cens", "version": ">= 4.2.7", "role": "Depends" }, { "package": "gamlss.dist", "version": ">= 4.3.0", "role": "Depends" }, { "package": "survival", "version": ">= 2.37-7", "role": "Imports" }, { "package": "ineq", "version": ">= 0.2-11", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "scarpino", "count": 3, "uuid": 1714728 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 201, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/binequality" }, "_searchresults": 23, "_rbuild": "4.6.0", "_assets": [ "extra/binequality.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.6.1", "date": "2014-09-15" }, { "version": "1.0.1", "date": "2016-12-17" }, { "version": "1.0.2", "date": "2017-07-09" }, { "version": "1.0.3", "date": "2018-02-18" }, { "version": "1.0.4", "date": "2018-11-05" } ], "_exports": [ "fitFunc", "getMids", "getQuantilesParams", "giniCoef", "LRT", "makeFitComb", "makeInt", "makeIntWeight", "makeWeightsAIC", "mAvg", "midStats", "MLD", "modelAvg", "paramFilt", "run_GB_family", "SDL", "theilInd" ], "_datasets": [ { "name": "county_bins", "title": "A data set containing binned income for US counties", "object": "county_bins", "file": "county_bins.rda", "class": [ "data.frame" ], "fields": [ "fips", "bin_num", "count_pop", "count_pop_moe", "bin_min", "bin_max", "count_sample", "county", "state", "county_fips", "state_fips" ], "rows": 51536, "table": true, "tojson": true }, { "name": "school_district_bins", "title": "A data set containing the school district data.", "object": "school_district_bins", "file": "school_district_bins.rda", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "state_bins", "title": "A data set containing the binned state data.", "object": "state_bins", "file": "state_bins.rda", "class": [ "data.frame" ], "fields": [ "fips_state", "bin_min", "bin_max", "State", "households_pop", "moe_households_pop", "households_sample", "hb" ], "rows": 832, "table": true, "tojson": true } ], "_help": [ { "page": "binequality-package", "title": "Methods for Analyzing Binned Income Data", "topics": [ "binequality-package", "binequality" ] }, { "page": "county_bins", "title": "A data set containing binned income for US counties", "topics": [ "county_bins" ] }, { "page": "fitFunc", "title": "A function to fit a parametric distribution to binned data.", "topics": [ "fitFunc" ] }, { "page": "getMids", "title": "A function to calculate the bin midpoints.", "topics": [ "getMids" ] }, { "page": "getQuantilesParams", "title": "A function to extract the quantiles and parameters", "topics": [ "getQuantilesParams" ] }, { "page": "giniCoef", "title": "Calculates the Gini coefficient from quantiles", "topics": [ "giniCoef" ] }, { "page": "LRT", "title": "A function to perform likelihood ratio tests", "topics": [ "LRT" ] }, { "page": "makeFitComb", "title": "A function to transform a list into a dataframe", "topics": [ "makeFitComb" ] }, { "page": "makeInt", "title": "A function to create a survival object from bin counts.", "topics": [ "makeInt" ] }, { "page": "makeIntWeight", "title": "A function to create a survival object from bin counts and normalized bin weights.", "topics": [ "makeIntWeight" ] }, { "page": "makeWeightsAIC", "title": "A function to calculate AIC weights", "topics": [ "makeWeightsAIC" ] }, { "page": "mAvg", "title": "A simple function to perfom model averaging using pre-calculated weights.", "topics": [ "mAvg" ] }, { "page": "midStats", "title": "A function to calculate statistics using bin midpoints", "topics": [ "midStats" ] }, { "page": "MLD", "title": "A function to calculate the MLD", "topics": [ "MLD" ] }, { "page": "modelAvg", "title": "A function to calculate model averages", "topics": [ "modelAvg" ] }, { "page": "paramFilt", "title": "A function to filter models based on estimated parameters", "topics": [ "paramFilt" ] }, { "page": "run_GB_family", "title": "A function to fit a parametric distributions to binned data.", "topics": [ "run_GB_family" ] }, { "page": "school_district_bins", "title": "A data set containing the school district data.", "topics": [ "school_district_bins" ] }, { "page": "SDL", "title": "A function to calculate the SDL", "topics": [ "SDL" ] }, { "page": "state_bins", "title": "A data set containing the binned state data.", "topics": [ "state_bins" ] }, { "page": "theilInd", "title": "A function to calculate the Theil", "topics": [ "theilInd" ] } ], "_rundeps": [ "gamlss", "gamlss.cens", "gamlss.data", "gamlss.dist", "ineq", "lattice", "MASS", "Matrix", "nlme", "survival" ], "_score": 1.3617278360175928, "_indexed": true, "_nocasepkg": "binequality", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.4", "date": "2026-06-04T10:42:43.000Z", "distro": "noble", "commit": "a3398c123ed494309f78ddc0251f228262345078", "fileid": "aab4be08832dd15bad29b0508459d2f42d9795fe2a746038cc252f788c0fb333", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26946610052" }, { "r": "4.6.0", "os": "linux", "version": "1.0.4", "date": "2026-06-04T10:42:43.000Z", "distro": "noble", "commit": "a3398c123ed494309f78ddc0251f228262345078", "fileid": "b04a824d2de8395e8799178d02a92a3974e8b88e3b3055d65453701e18b32c8f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26946610052" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.4", "date": "2026-06-04T10:42:44.000Z", "commit": "a3398c123ed494309f78ddc0251f228262345078", "fileid": "acb45dd314fdda16695db3e6e90c1851287c531034f17b1057a7e3ae5ee4432c", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26946610052" } ] }