{ "_id": "6a12a7a6acfb0bcc41d14e55", "Package": "SpatialInference", "Title": "Tools for Statistical Inference with Geo-Coded Data", "Version": "0.1.0", "Authors@R": "person(given = \"Alexander\",\nfamily = \"Lehner\",\nrole = c(\"aut\", \"cre\"),\nemail = \"alehner@worldbank.org\",\ncomment = c(ORCID = \"0000-0001-5885-5966\"))", "Description": "Fast computation of Conley (1999)\n spatial heteroskedasticity\nand autocorrelation consistent (HAC) standard errors for linear\nregression models with geo-coded data, with a fast C++\nimplementation by Christensen, Hartman, and Samii (2021)\n. Performance-critical distance\ncalculations, kernel weighting, and variance component\naccumulation are implemented in C++ via 'Rcpp' and\n'RcppArmadillo'. Includes tools for estimating the spatial\ncorrelation range from covariograms and correlograms following\nthe bandwidth selection method proposed in Lehner (2026)\n, and diagnostic visualizations\nfor bandwidth selection.", "License": "GPL (>= 3)", "URL": "https://github.com/axlehner/SpatialInference", "BugReports": "https://github.com/axlehner/SpatialInference/issues", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.2", "Config/testthat/edition": "3", "VignetteBuilder": "knitr", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-05-24 07:20:26 UTC", "User": "root" }, "Author": "Alexander Lehner [aut, cre] (ORCID:\n)", "Maintainer": "Alexander Lehner ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-03-25 21:56:54 UTC", "RemoteUrl": "https://github.com/cran/SpatialInference", "RemoteRef": "HEAD", "RemoteSha": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "MD5sum": "d14d0427e6564851a6de2ab50348cddd", "_user": "cran", "_type": "src", "_file": "SpatialInference_0.1.0.tar.gz", "_fileid": "2a2e76555f2af380640b165bcf4a11fb3aeb42bab697e2d6b2021008d39a02f1", "_filesize": 2440279, "_sha256": "2a2e76555f2af380640b165bcf4a11fb3aeb42bab697e2d6b2021008d39a02f1", "_created": "2026-05-24T07:20:26.000Z", "_published": "2026-05-24T07:24:22.829Z", "_distro": "noble", "_jobs": [ { "job": 77580068211, "time": 149, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7183230889" }, { "job": 77580068208, "time": 182, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7183234437" }, { "job": 77580068210, "time": 179, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7183234010" }, { "job": 77580068204, "time": 187, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7183234838" }, { "job": 77579814616, "time": 270, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7183213610" }, { "job": 77580068179, "time": 154, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7183231251" } ], "_buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/SpatialInference", "_commit": { "id": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "author": "Alexander Lehner ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1774475814 }, "_maintainer": { "name": "Alexander Lehner", "email": "alehner@worldbank.org", "login": "axlehner", "twitter": "@axlehner", "description": "", "uuid": 16270160, "orcid": "0000-0001-5885-5966" }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "Rcpp", "role": "LinkingTo" }, { "package": "RcppArmadillo", "role": "LinkingTo" }, { "package": "Rcpp", "role": "Imports" }, { "package": "sf", "role": "Imports" }, { "package": "data.table", "role": "Imports" }, { "package": "magrittr", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "tibble", "role": "Imports" }, { "package": "lfe", "role": "Suggests" }, { "package": "fixest", "role": "Suggests" }, { "package": "dplyr", "role": "Suggests" }, { "package": "stringr", "role": "Suggests" }, { "package": "spdep", "role": "Suggests" }, { "package": "ncf", "role": "Suggests" }, { "package": "gstat", "role": "Suggests" }, { "package": "sandwich", "role": "Suggests" }, { "package": "ggplot2", "role": "Suggests" }, { "package": "modelsummary", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "geosphere", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-13", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-03-25" } ], "_stars": 0, "_contributors": [ { "user": "axlehner", "count": 1, "uuid": 16270160 } ], "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 190, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/SpatialInference" }, "_devurl": "https://github.com/axlehner/spatialinference", "_searchresults": 0, "_topics": [ "openblas", "cpp" ], "_rbuild": "4.6.0", "_assets": [ "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", "extra/SpatialInference.html", "manual.pdf" ], "_homeurl": "https://github.com/axlehner/spatialinference", "_realowner": "axlehner", "_cranurl": false, "_releases": [ { "version": "0.1.0", "date": "2026-03-25" } ], "_exports": [ ":=", "%>%", "Bal_XeeXhC", "compute_conley_lfe", "conley_SE", "coords_as_columns", "covgm_range", "DistMat", "extract_corr_range", "gravity_centroid", "grid_FE", "inverseu_plot_conleyrange", "lm_sac", "TimeDist", "XeeXhC", "XeeXhC_Lg" ], "_datasets": [ { "name": "US_counties_centroids", "title": "Centroids of Contiguous US Counties (2017)", "object": "US_counties_centroids", "class": [ "sf", "data.frame" ], "fields": [ "STATEFP", "COUNTYFP", "COUNTYNS", "GEOID", "NAME", "NAMELSAD", "LSAD", "CLASSFP", "MTFCC", "CSAFP", "CBSAFP", "METDIVFP", "FUNCSTAT", "ALAND", "AWATER", "INTPTLAT", "INTPTLON", "GISJOIN", "Shape_Leng", "Shape_Area", "noise1", "noise2", "dist", "share_asian", "share_black", "share_tworace", "share_hispanic", "AH1PE001", "AH1PM001", "lon", "lat", "geom", "year", "unit" ], "rows": 3108, "table": true, "tojson": true } ], "_help": [ { "page": "Bal_XeeXhC", "title": "Spatial Variance Component for Balanced Panel", "topics": [ "Bal_XeeXhC" ] }, { "page": "compute_conley_lfe", "title": "Compute Conley Standard Error for a Single Coefficient", "topics": [ "compute_conley_lfe" ] }, { "page": "conley_SE", "title": "Conley Spatial HAC Variance-Covariance Estimation", "topics": [ "conley_SE" ] }, { "page": "coords_as_columns", "title": "Extract Coordinates as Columns from an sf Object", "topics": [ "coords_as_columns" ] }, { "page": "covgm_range", "title": "Covariogram Range Estimation and Visualization", "topics": [ "covgm_range" ] }, { "page": "DistMat", "title": "Create Distance Matrix", "topics": [ "DistMat" ] }, { "page": "extract_corr_range", "title": "Extract Correlation Range from a Correlogram or Covariogram", "topics": [ "extract_corr_range" ] }, { "page": "gravity_centroid", "title": "Weighted Mean Centre (Centre of Gravity)", "topics": [ "gravity_centroid" ] }, { "page": "grid_FE", "title": "Create Spatial Grid Fixed Effects", "topics": [ "grid_FE" ] }, { "page": "inverseu_plot_conleyrange", "title": "Inverse-U Plot of Conley Standard Errors vs. Cutoff Distance", "topics": [ "inverseu_plot_conleyrange" ] }, { "page": "lm_sac", "title": "Linear Model with Spatial Autocorrelation Diagnostics", "topics": [ "lm_sac" ] }, { "page": "TimeDist", "title": "Temporal Variance Component (Time Dimension)", "topics": [ "TimeDist" ] }, { "page": "US_counties_centroids", "title": "Centroids of Contiguous US Counties (2017)", "topics": [ "US_counties_centroids" ] }, { "page": "XeeXhC", "title": "Spatial Variance Component (X'ee'X)", "topics": [ "XeeXhC" ] }, { "page": "XeeXhC_Lg", "title": "Spatial Variance Component for Large Datasets", "topics": [ "XeeXhC_Lg" ] } ], "_readme": "https://github.com/cran/SpatialInference/raw/HEAD/README.md", "_rundeps": [ "class", "classInt", "cli", "data.table", "DBI", "e1071", "glue", "KernSmooth", "lifecycle", "magrittr", "MASS", "pillar", "pkgconfig", "proxy", "Rcpp", "RcppArmadillo", "rlang", "s2", "sf", "tibble", "units", "utf8", "vctrs", "wk" ], "_sysdeps": [ { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_vignettes": [ { "source": "spatial_HAC.Rmd", "filename": "spatial_HAC.html", "title": "Bandwidth Selection and Conley Spatial HAC Standard Errors", "author": "Alexander Lehner", "engine": "knitr::knitr", "headings": [ "Overview", "Setup", "Simulated spatially correlated data", "The spurious regression problem", "Estimating the correlation range", "The inverse-U relationship", "Computing Conley standard errors", "Convenience wrappers", "Kernel choices", "References" ], "created": "2026-03-25 21:56:54", "modified": "2026-03-25 21:56:54", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": false, "_nocasepkg": "spatialinference", "_universes": [ "cran" ], "_indexurl": "https://axlehner.r-universe.dev/SpatialInference", "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-05-24T07:22:56.000Z", "distro": "noble", "arch": "aarch64", "commit": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "fileid": "bfe979a0ecee78ab40d9f3fffd9757106c49695b2db5fd23b24ab73a7e3cfd8e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215" }, { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-05-24T07:23:26.000Z", "distro": "noble", "arch": "x86_64", "commit": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "fileid": "af4bcd50fd43b6f70471c622f529cccf9587243d58bad0e347e75b1024a2fb79", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-05-24T07:23:22.000Z", "distro": "noble", "arch": "aarch64", "commit": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "fileid": "bc7cf91ecbc7514a4448161602e2a75a54156645ed48041c524715315759f177", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215" }, { "r": "4.6.0", "os": "linux", "version": "0.1.0", "date": "2026-05-24T07:23:30.000Z", "distro": "noble", "arch": "x86_64", "commit": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "fileid": "bed69edec3e031b96a1cbd07284a9dd9c20e52b13ecfc0a75a8361dcf35e4aaf", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-05-24T07:23:26.000Z", "arch": "emscripten", "commit": "0c9e7f5f8f6b87f2c73faac62dd04659089a3262", "fileid": "cad58368b4db323950e62f95b4bf54408c947a780d94a82bf19b239c0f2e44f7", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/26354918215" } ] }