{ "_id": "6ad34f041e212c88a5cf54ad", "Package": "tsqr", "Title": "Sequential Threshold-Spatial-Quantile Panel Estimation", "Version": "0.2.0", "Authors@R": "person(given = \"Prakash\", family = \"Vhankade\", email = \"prakash.vhankade@gipe.ac.in\", role = c(\"aut\", \"cre\"), comment = c(ORCID = \"0009-0005-2436-0603\"))", "Description": "Implements a sequential panel estimation protocol for\nregional economic panels that combines three estimation layers\nin a fixed order. The first layer applies a two-way fixed\neffects baseline. The second layer applies the panel threshold\nregression method of Hansen (1999)\n to identify structural\nbreaks at an unknown threshold of a moderating variable, with\nbootstrap inference following Hansen (2000)\n. The third layer applies a\nspatial Durbin model with an impact decomposition following\nLeSage and Pace (2009, ISBN:978-1-4200-6424-7) to quantify\ndirect and indirect spillover effects. The fourth layer applies\nthe two-step panel quantile estimator of Canay (2011)\n to document\ndistributional heterogeneity in the outcome. The threshold\nidentified in the second layer defines a subsample used as\nstructured input to the fourth layer, and a consistency check\nevaluates whether the three sets of results are jointly\ncompatible with a common underlying structural relationship. An\nillustrative panel of 33 districts of the state of Maharashtra,\nIndia, observed over 10 agricultural years, is included with\nthe package.", "License": "GPL-3", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-17 09:58:35 UTC", "User": "root" }, "Author": "Prakash Vhankade [aut, cre] (ORCID:\n)", "Maintainer": "Prakash Vhankade ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-07-06 14:41:22 UTC", "RemoteUrl": "https://github.com/cran/tsqr", "RemoteRef": "HEAD", "RemoteSha": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "_user": "cran", "_type": "src", "_file": "tsqr_0.2.0.tar.gz", "_fileid": "https://r2.ropensci.org/6484d362f5cfe565c5fe2db9ce4ff381be1c911be38afbd691f7e672a4bac577", "_filesize": 181258, "_sha256": "6484d362f5cfe565c5fe2db9ce4ff381be1c911be38afbd691f7e672a4bac577", "_expires": "2027-01-25T10:07:47.000Z", "_created": "2026-10-17T09:58:35.000Z", "_published": "2026-10-17T10:33:40.772Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 117375118659, "time": 324, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12097523051" }, { "job": 117375118439, "time": 519, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12097682051" }, { "job": 117375118089, "time": 177, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12097562233" }, { "job": 117375118639, "time": 328, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12096624946" }, { "job": 117375118181, "time": 229, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "12097219352" }, { "job": 117375118214, "time": 238, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "12097741336" } ], "_upstream": "https://github.com/cran/tsqr", "_commit": { "id": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "author": "Prakash Vhankade ", "committer": "cran-robot ", "message": "version 0.2.0\n", "time": 1783348882 }, "_maintainer": { "name": "Prakash Vhankade", "email": "prakash.vhankade@gipe.ac.in", "orcid": "0009-0005-2436-0603" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "plm", "version": ">= 2.6-0", "role": "Imports" }, { "package": "spdep", "version": ">= 1.2-0", "role": "Imports" }, { "package": "spatialreg", "version": ">= 1.2-0", "role": "Imports" }, { "package": "quantreg", "version": ">= 5.90", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-26", "n": 1 }, { "week": "2026-28", "n": 1 } ], "_tags": [ { "name": "0.1.2", "date": "2026-06-22" }, { "name": "0.2.0", "date": "2026-07-06" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 632, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 323, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/tsqr" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/tsqr.html" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "0.1.2", "date": "2026-06-22" }, { "version": "0.2.0", "date": "2026-07-06" } ], "_exports": [ "canay_quantile", "ptr_hansen", "sdm_impact", "tsq_consistency_check", "tsq_panel", "tsq_plot" ], "_datasets": [ { "name": "maharashtra_panel", "title": "Maharashtra Agricultural District Panel Dataset", "object": "maharashtra_panel", "file": "maharashtra_panel.RData", "class": [ "data.frame" ], "fields": [ "district", "year", "agri_year", "GDVA_agri_crore", "HYV_area_000ha", "Rainfall_mm", "Temp_C", "MCDS_days", "Pesticide_MT", "NPK_MT", "Irrigation_pct", "VarCost_Rs", "KVK_intensity", "KVK_expd", "ExtWorker_per1000", "PACS_count", "APMC_yards", "Road_density", "AvgHolding_ha", "SmallFarmer_share", "CropIntensity", "Herfindahl", "Rainfed_share", "FarmIncome_Rs000", "ln_GDVA", "ln_HYV", "ln_Rainfall", "TempAnomaly", "RainAnomaly", "dist_id" ], "rows": 330, "table": true, "tojson": true } ], "_help": [ { "page": "canay_quantile", "title": "Canay Two-Step Panel Quantile Regression", "topics": [ "canay_quantile" ] }, { "page": "maharashtra_panel", "title": "Maharashtra Agricultural District Panel Dataset", "topics": [ "maharashtra_panel" ] }, { "page": "ptr_hansen", "title": "Hansen Panel Threshold Regression", "topics": [ "ptr_hansen" ] }, { "page": "sdm_impact", "title": "Spatial Durbin Model with Impact Decomposition", "topics": [ "sdm_impact" ] }, { "page": "tsq_consistency_check", "title": "Cross-Layer Consistency Check", "topics": [ "tsq_consistency_check" ] }, { "page": "tsq_panel", "title": "Sequential Threshold-Spatial-Quantile Panel Estimation", "topics": [ "tsq_panel" ] }, { "page": "tsq_plot", "title": "Plot TSQ Protocol Results", "topics": [ "tsq_plot" ] } ], "_rundeps": [ "backports", "bdsmatrix", "boot", "checkmate", "class", "classInt", "cli", "coda", "codetools", "collapse", "cpp11", "data.table", "DBI", "deldir", "digest", "e1071", "farver", "Formula", "generics", "ggplot2", "glue", "gtable", "insight", "isoband", "KernSmooth", "labeling", "lattice", "LearnBayes", "lifecycle", "lmtest", "marginaleffects", "MASS", "Matrix", "MatrixModels", "maxLik", "miscTools", "multcomp", "mvtnorm", "nlme", "plm", "proxy", "quantreg", "R6", "rbibutils", "RColorBrewer", "Rcpp", "Rdpack", "rlang", "s2", "S7", "sandwich", "scales", "sf", "sp", "SparseM", "spatialreg", "spData", "spdep", "survival", "TH.data", "units", "vctrs", "viridisLite", "withr", "wk", "zoo" ], "_score": 1.3010299956639813, "_indexed": true, "_nocasepkg": "tsqr", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.2.0", "date": "2026-10-17T10:02:00.000Z", "distro": "resolute", "commit": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "fileid": "https://r2.ropensci.org/34fbb5cc6984e59e282228904d6f9f5a8d39b6a7f3d86c0b14801a4ed250bdef", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752" }, { "r": "4.6.1", "os": "linux", "version": "0.2.0", "date": "2026-10-17T10:02:16.000Z", "distro": "resolute", "commit": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "fileid": "https://r2.ropensci.org/96ca4253cadf30454a0694fefb38a8c8533f30ecd6063b948247555b044078d2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752" }, { "r": "4.6.0", "os": "wasm", "version": "0.2.0", "date": "2026-10-17T10:04:14.000Z", "commit": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "fileid": "https://r2.ropensci.org/e363b8754d253e0c337a6261d877ea8847d9af8ada96b5016ed0b8df840ef929", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752" }, { "r": "4.7.0", "os": "win", "version": "0.2.0", "date": "2026-10-17T09:59:40.000Z", "commit": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "fileid": "https://r2.ropensci.org/f16f1c8163bb454a095c827cc1e8ef32d281622c33c8b9b741e344df0288b119", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752" }, { "r": "4.6.1", "os": "win", "version": "0.2.0", "date": "2026-10-17T10:01:03.000Z", "commit": "23d68f25b499a9826cbefc5c25600ae9e6515ede", "fileid": "https://r2.ropensci.org/91871545aac2a61b02e1e15dfdb8792b484119c92fa00966458e79206866aa2f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/39022949752" } ] }