{
 "study": "lung-smoking-2026",
 "parameters": {
  "alpha": 0.05,
  "primary": "Spearman rank correlation, two-sided, t approximation; 95% CI by Fisher z with Bonett–Wright SE",
  "multipleTesting": "One confirmatory test; exploratory p-values unadjusted"
 },
 "counties": {
  "total": 254,
  "included": 203,
  "excluded": 51,
  "includedMetro": 78,
  "includedNonmetro": 125
 },
 "excluded": [
  {
   "fips": "48011",
   "name": "Armstrong",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48017",
   "name": "Bailey",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48033",
   "name": "Borden",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48045",
   "name": "Briscoe",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48079",
   "name": "Cochran",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48087",
   "name": "Collingsworth",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48101",
   "name": "Cottle",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48105",
   "name": "Crockett",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48109",
   "name": "Culberson",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48111",
   "name": "Dallam",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48125",
   "name": "Dickens",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48137",
   "name": "Edwards",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48151",
   "name": "Fisher",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48153",
   "name": "Floyd",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48155",
   "name": "Foard",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48169",
   "name": "Garza",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48173",
   "name": "Glasscock",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48191",
   "name": "Hall",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48205",
   "name": "Hartley",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48211",
   "name": "Hemphill",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48229",
   "name": "Hudspeth",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48235",
   "name": "Irion",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48243",
   "name": "Jeff Davis",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48247",
   "name": "Jim Hogg",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48261",
   "name": "Kenedy",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48263",
   "name": "Kent",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48267",
   "name": "Kimble",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48269",
   "name": "King",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48271",
   "name": "Kinney",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48283",
   "name": "La Salle",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48295",
   "name": "Lipscomb",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48301",
   "name": "Loving",
   "reasons": [
    "Smoking: Suppressed by CDC: Estimates suppressed for population less than 50.",
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48305",
   "name": "Lynn",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48311",
   "name": "McMullen",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48317",
   "name": "Martin",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48319",
   "name": "Mason",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48327",
   "name": "Menard",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48345",
   "name": "Motley",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48359",
   "name": "Oldham",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48377",
   "name": "Presidio",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48383",
   "name": "Reagan",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48393",
   "name": "Roberts",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48413",
   "name": "Schleicher",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48421",
   "name": "Sherman",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48431",
   "name": "Sterling",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48433",
   "name": "Stonewall",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48435",
   "name": "Sutton",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48443",
   "name": "Terrell",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48447",
   "name": "Throckmorton",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48461",
   "name": "Upton",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  },
  {
   "fips": "48501",
   "name": "Yoakum",
   "reasons": [
    "Lung cancer: Suppressed by State Cancer Profiles to protect confidentiality and rate stability: fewer than 16 cases were reported over 2019–2023 (average annual count 3 or fewer)."
   ]
  }
 ],
 "descriptives": {
  "smoking": {
   "n": 203,
   "mean": 15.1507,
   "sd": 2.2477,
   "median": 15.4,
   "q1": 13.8,
   "q3": 16.55,
   "min": 9,
   "max": 22.9,
   "minCounties": [
    "Collin"
   ],
   "maxCounties": [
    "Newton",
    "San Augustine"
   ]
  },
  "lung": {
   "n": 203,
   "mean": 53.9926,
   "sd": 14.9519,
   "median": 52.4,
   "q1": 43,
   "q3": 63.5,
   "min": 23.9,
   "max": 89.9,
   "minCounties": [
    "Webb"
   ],
   "maxCounties": [
    "Polk"
   ]
  }
 },
 "primary": {
  "n": 203,
  "rho": 0.4397,
  "ci": [
   0.3155,
   0.549
  ],
  "p": 5.2742699097052537e-11
 },
 "exploratory": {
  "pearson": {
   "n": 203,
   "r": 0.4377,
   "ci": [
    0.3192,
    0.5427
   ],
   "p": 6.565348265041848e-11
  },
  "metro": {
   "n": 78,
   "rho": 0.6772,
   "ci": [
    0.5176,
    0.7913
   ],
   "p": 9.924727706334124e-12
  },
  "nonmetro": {
   "n": 125,
   "rho": 0.3158,
   "ci": [
    0.1441,
    0.469
   ],
   "p": 0.00033399463406613705
  },
  "leaveOneOut": {
   "min": {
    "county": "Brewster",
    "rho": 0.4324
   },
   "max": {
    "county": "Starr",
    "rho": 0.4569
   }
  },
  "crudeSmoking": {
   "n": 203,
   "rho": 0.4471,
   "ci": [
    0.3237,
    0.5556
   ],
   "p": 2.2674084831919572e-11
  },
  "excludedProfile": {
   "medianPop2020Included": 24435,
   "medianPop2020Excluded": 2547,
   "maxPop2020Excluded": 7694,
   "metroExcluded": 8,
   "medianSmokingIncluded": 15.4,
   "medianSmokingExcluded": 15.1
  }
 },
 "points": [
  {
   "fips": "48001",
   "name": "Anderson",
   "metro": false,
   "smoking": 17.2,
   "smokingCI": [
    14.2,
    20.3
   ],
   "lung": 62.2,
   "lungCI": [
    53.9,
    71.5
   ]
  },
  {
   "fips": "48003",
   "name": "Andrews",
   "metro": false,
   "smoking": 14.4,
   "smokingCI": [
    11.8,
    17
   ],
   "lung": 41.4,
   "lungCI": [
    28,
    58.8
   ]
  },
  {
   "fips": "48005",
   "name": "Angelina",
   "metro": false,
   "smoking": 17.4,
   "smokingCI": [
    14.4,
    20.5
   ],
   "lung": 55.3,
   "lungCI": [
    49.2,
    61.9
   ]
  },
  {
   "fips": "48007",
   "name": "Aransas",
   "metro": true,
   "smoking": 14.6,
   "smokingCI": [
    11.8,
    17.7
   ],
   "lung": 82,
   "lungCI": [
    70.3,
    95.5
   ]
  },
  {
   "fips": "48009",
   "name": "Archer",
   "metro": true,
   "smoking": 14.8,
   "smokingCI": [
    12.1,
    17.7
   ],
   "lung": 50.9,
   "lungCI": [
    35.4,
    72.2
   ]
  },
  {
   "fips": "48013",
   "name": "Atascosa",
   "metro": true,
   "smoking": 13.8,
   "smokingCI": [
    11.6,
    16.4
   ],
   "lung": 42.4,
   "lungCI": [
    35.2,
    50.8
   ]
  },
  {
   "fips": "48015",
   "name": "Austin",
   "metro": true,
   "smoking": 14.9,
   "smokingCI": [
    12.4,
    18
   ],
   "lung": 43.1,
   "lungCI": [
    34.8,
    52.9
   ]
  },
  {
   "fips": "48019",
   "name": "Bandera",
   "metro": true,
   "smoking": 14.2,
   "smokingCI": [
    11.6,
    17.2
   ],
   "lung": 58.6,
   "lungCI": [
    49,
    70.4
   ]
  },
  {
   "fips": "48021",
   "name": "Bastrop",
   "metro": true,
   "smoking": 14,
   "smokingCI": [
    11.3,
    16.6
   ],
   "lung": 48,
   "lungCI": [
    42.5,
    54
   ]
  },
  {
   "fips": "48023",
   "name": "Baylor",
   "metro": false,
   "smoking": 16.9,
   "smokingCI": [
    13.5,
    20.6
   ],
   "lung": 65.8,
   "lungCI": [
    37.7,
    109.4
   ]
  },
  {
   "fips": "48025",
   "name": "Bee",
   "metro": false,
   "smoking": 15,
   "smokingCI": [
    12.5,
    17.6
   ],
   "lung": 46.5,
   "lungCI": [
    36.1,
    58.9
   ]
  },
  {
   "fips": "48027",
   "name": "Bell",
   "metro": true,
   "smoking": 13.6,
   "smokingCI": [
    11.4,
    15.9
   ],
   "lung": 67.1,
   "lungCI": [
    63.2,
    71.1
   ]
  },
  {
   "fips": "48029",
   "name": "Bexar",
   "metro": true,
   "smoking": 12.3,
   "smokingCI": [
    10.2,
    14.6
   ],
   "lung": 37.7,
   "lungCI": [
    36.5,
    38.9
   ]
  },
  {
   "fips": "48031",
   "name": "Blanco",
   "metro": false,
   "smoking": 11.7,
   "smokingCI": [
    9.2,
    14.5
   ],
   "lung": 50.8,
   "lungCI": [
    37.7,
    68.3
   ]
  },
  {
   "fips": "48035",
   "name": "Bosque",
   "metro": true,
   "smoking": 14.7,
   "smokingCI": [
    11.9,
    17.5
   ],
   "lung": 63,
   "lungCI": [
    51.6,
    76.9
   ]
  },
  {
   "fips": "48037",
   "name": "Bowie",
   "metro": true,
   "smoking": 16.3,
   "smokingCI": [
    13.4,
    19.6
   ],
   "lung": 67.5,
   "lungCI": [
    61,
    74.5
   ]
  },
  {
   "fips": "48039",
   "name": "Brazoria",
   "metro": true,
   "smoking": 11.3,
   "smokingCI": [
    9.4,
    13.3
   ],
   "lung": 49.5,
   "lungCI": [
    46.3,
    52.9
   ]
  },
  {
   "fips": "48041",
   "name": "Brazos",
   "metro": true,
   "smoking": 13.8,
   "smokingCI": [
    11.3,
    16.5
   ],
   "lung": 41.8,
   "lungCI": [
    37.6,
    46.3
   ]
  },
  {
   "fips": "48043",
   "name": "Brewster",
   "metro": false,
   "smoking": 10.3,
   "smokingCI": [
    8.1,
    12.6
   ],
   "lung": 28.9,
   "lungCI": [
    17.7,
    45.7
   ]
  },
  {
   "fips": "48047",
   "name": "Brooks",
   "metro": false,
   "smoking": 16.1,
   "smokingCI": [
    13.5,
    18.8
   ],
   "lung": 37.7,
   "lungCI": [
    21.7,
    61.6
   ]
  },
  {
   "fips": "48049",
   "name": "Brown",
   "metro": false,
   "smoking": 15.7,
   "smokingCI": [
    13,
    18.4
   ],
   "lung": 54.2,
   "lungCI": [
    46,
    63.5
   ]
  },
  {
   "fips": "48051",
   "name": "Burleson",
   "metro": true,
   "smoking": 14.2,
   "smokingCI": [
    11.4,
    17.1
   ],
   "lung": 58.2,
   "lungCI": [
    46,
    73.1
   ]
  },
  {
   "fips": "48053",
   "name": "Burnet",
   "metro": false,
   "smoking": 13.5,
   "smokingCI": [
    10.8,
    16.4
   ],
   "lung": 48.7,
   "lungCI": [
    42.3,
    56
   ]
  },
  {
   "fips": "48055",
   "name": "Caldwell",
   "metro": true,
   "smoking": 14.6,
   "smokingCI": [
    12.3,
    17.2
   ],
   "lung": 53.8,
   "lungCI": [
    45.4,
    63.4
   ]
  },
  {
   "fips": "48057",
   "name": "Calhoun",
   "metro": false,
   "smoking": 13.3,
   "smokingCI": [
    11,
    15.6
   ],
   "lung": 54.3,
   "lungCI": [
    42.8,
    68.3
   ]
  },
  {
   "fips": "48059",
   "name": "Callahan",
   "metro": true,
   "smoking": 14.8,
   "smokingCI": [
    11.9,
    17.8
   ],
   "lung": 58.5,
   "lungCI": [
    45.1,
    75.3
   ]
  },
  {
   "fips": "48061",
   "name": "Cameron",
   "metro": true,
   "smoking": 13.6,
   "smokingCI": [
    10.7,
    16.7
   ],
   "lung": 27.3,
   "lungCI": [
    25.2,
    29.6
   ]
  },
  {
   "fips": "48063",
   "name": "Camp",
   "metro": false,
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    98.1
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    56
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    42.9
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    17
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    56
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    55
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    18.8
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  }
 ]
}