{
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  "Package": "tsqr",
  "Title": "Sequential Threshold-Spatial-Quantile Panel Estimation",
  "Version": "0.1.2",
  "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<doi:10.1016/S0304-4076(99)00025-1> to identify structural\nbreaks at an unknown threshold of a moderating variable, with\nbootstrap inference following Hansen (2000)\n<doi:10.1111/1468-0262.00124>. 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<doi:10.1111/j.1368-423X.2011.00349.x> 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",
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  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-22 19:40:35 UTC",
    "User": "root"
  },
  "Author": "Prakash Vhankade [aut, cre] (ORCID:\n<https://orcid.org/0009-0005-2436-0603>)",
  "Maintainer": "Prakash Vhankade <prakash.vhankade@gipe.ac.in>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-06-22 18:33:23 UTC",
  "RemoteUrl": "https://github.com/cran/tsqr",
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  "_published": "2026-06-22T19:44:16.050Z",
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    "author": "Prakash Vhankade <prakash.vhankade@gipe.ac.in>",
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    "ptr_hansen",
    "sdm_impact",
    "tsq_consistency_check",
    "tsq_panel",
    "tsq_plot"
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      "title": "Maharashtra Agricultural District Panel Dataset",
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        "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",
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      "rows": 330,
      "table": true,
      "tojson": true
    }
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    {
      "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"
      ]
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    {
      "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"
      ]
    }
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