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  "Title": "Panel Data Pre-Testing and Diagnostic Suite",
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  "Date": "2026-10-30",
  "Authors@R": "person(\"Muhammad Abdullah\", \"Alkhalaf\", email = \"muhammedalkhalaf@gmail.com\",\nrole = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0009-0002-2677-9246\"))",
  "Description": "Pre-testing and diagnostic tools for panel data analysis.\nResearchers should run these tests before any panel regression\nto verify modelling assumptions. The package implements: (1)\nthe Hsiao (2014, <ISBN:978-1-107-65763-2>) homogeneity F-tests\n(F1/F2/F3), Swamy (1970) <doi:10.2307/1913012> parameter\nheterogeneity test, and Pesaran (2004)\n<doi:10.2139/ssrn.572504> cross-sectional dependence test via\nxtpretest(); (2) missing-data detection, mechanism testing, and\nimputation for unbalanced panels via xtmispanel(); (3)\nquantile-regression cross-sectional dependence tests (T_tau and\nT-tilde_tau statistics) of Demetrescu, Hosseinkouchack and\nRodrigues (2023) via xtcsdq(); and (4) the panel\nquantile-regression slope homogeneity S-hat and D-hat\nstatistics of Galvao, Juhl, Montes-Rojas and Olmo (2017)\n<doi:10.1093/jjfinec/nbx016> via xtqsh(). Together these tests\naddress three fundamental pre-testing questions: (i) are slopes\nhomogeneous? (ii) is there cross-sectional dependence? and\n(iii) is the panel balanced and is missingness ignorable?",
  "License": "GPL-3",
  "Encoding": "UTF-8",
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  "Repository": "https://muhammedalkhalaf.r-universe.dev",
  "Date/Publication": "2026-10-31 05:48:01 UTC",
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    "User": "root"
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  "Author": "Muhammad Abdullah Alkhalaf [aut, cre, cph] (ORCID:\n<https://orcid.org/0009-0002-2677-9246>)",
  "Maintainer": "Muhammad Abdullah Alkhalaf <muhammedalkhalaf@gmail.com>",
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  "_created": "2026-10-31T07:23:53.000Z",
  "_published": "2026-10-31T07:38:53.752Z",
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