{
 "record_id": "c0719dfc2e99247adf55e3df25480bbce55099dd",
 "eligible": true,
 "exclusion_reason": null,
 "study": {
  "title": "Modelling coastal externalities effects on residential housing values",
  "year": 2022,
  "doi": "10.1108/ijhma-05-2022-0071",
  "country": "Nigeria",
  "region_city": "Victoria Island, Lagos",
  "sample_start": null,
  "sample_end": null,
  "property_type": "rental",
  "price_type": "rent",
  "data_source": "field questionnaire survey of single-tenancy rented residential properties within 500 m of the coastline (318 valid responses)",
  "document_type": "journal",
  "estimators": [
   "OLS"
  ],
  "spatial_method": "none",
  "time_fe": false,
  "location_fe": false,
  "se_type": "unknown",
  "n_obs_total": 318,
  "ai_methods": [],
  "notes": "Accepted-manuscript PDF (IJHMA-05-2022-0071.R1). Survey date not stated; exchange-rate note refers to 2019 market price ($1 = N360), so data are likely 2019-2021 (not recorded as numbers). Log-log hedonic models of LogRENT; t-statistics printed next to coefficients (no SE). Star legend: *** p<0.001, ** p<0.01, * p<0.05. Six models: Model 1 A/B/C by distance band (coastline distance) and Model 2 A/B/C (coastline distance x flood rate)."
 },
 "models": [
  {
   "model_id": "T2-1A",
   "table": "2",
   "column": "1A",
   "page": 54,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 318,
   "r2": 0.571,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "0-500 m from coastline",
   "notes": "Model 1 (non-flood): t-statistics in adjacent column"
  },
  {
   "model_id": "T2-1B",
   "table": "2",
   "column": "1B",
   "page": 54,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 118,
   "r2": 0.553,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "0-250 m from coastline",
   "notes": "Model 1 (non-flood): t-statistics in adjacent column"
  },
  {
   "model_id": "T2-1C",
   "table": "2",
   "column": "1C",
   "page": 54,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 200,
   "r2": 0.637,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "251-500 m from coastline",
   "notes": "Model 1 (non-flood): t-statistics in adjacent column"
  },
  {
   "model_id": "T3-2A",
   "table": "3",
   "column": "2A",
   "page": 55,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 318,
   "r2": 0.571,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "0-500 m from coastline",
   "notes": "Model 2 (flood effect): coastline distance interacted with flood rate; t-statistics in adjacent column"
  },
  {
   "model_id": "T3-2B",
   "table": "3",
   "column": "2B",
   "page": 55,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 118,
   "r2": 0.553,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "0-250 m from coastline",
   "notes": "Model 2 (flood effect): coastline distance interacted with flood rate; t-statistics in adjacent column"
  },
  {
   "model_id": "T3-2C",
   "table": "3",
   "column": "2C",
   "page": 55,
   "dep_var": "LogRENT (annual rent, Naira)",
   "dep_transform": "log",
   "estimator": "OLS",
   "n_obs": 200,
   "r2": 0.635,
   "se_or_t_in_parentheses": "t",
   "sample_subset": "251-500 m from coastline",
   "notes": "Model 2 (flood effect): coastline distance interacted with flood rate; t-statistics in adjacent column"
  }
 ],
 "coefficients": [
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.163,
   "se": null,
   "t": -3.454,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 2.381,
   "se": null,
   "t": 10.627,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.025,
   "se": null,
   "t": 0.576,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.114,
   "se": null,
   "t": -0.953,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.031,
   "se": null,
   "t": 3.966,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.152,
   "se": null,
   "t": 3.468,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.028,
   "se": null,
   "t": 0.892,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.028,
   "se": null,
   "t": 0.817,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogDISCOAST",
   "taxonomy_id": "water_proximity",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 0.001,
   "se": null,
   "t": 0.009,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to coastline, log"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.029,
   "se": null,
   "t": -0.932,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.437,
   "se": null,
   "t": -1.22,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T2-1A",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.002,
   "se": null,
   "t": -0.04,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to school, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.098,
   "se": null,
   "t": -1.3,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 1.856,
   "se": null,
   "t": 6.04,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.071,
   "se": null,
   "t": 1.083,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.105,
   "se": null,
   "t": 0.624,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.01,
   "se": null,
   "t": 0.803,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.059,
   "se": null,
   "t": 0.851,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.007,
   "se": null,
   "t": -0.162,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.039,
   "se": null,
   "t": 0.743,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogDISCOAST",
   "taxonomy_id": "water_proximity",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 0.077,
   "se": null,
   "t": 0.359,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to coastline, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.048,
   "se": null,
   "t": -0.852,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 1.074,
   "se": null,
   "t": 0.952,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T2-1B",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.073,
   "se": null,
   "t": -0.653,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to school, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.235,
   "se": null,
   "t": -3.775,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 2.672,
   "se": null,
   "t": 8.368,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.029,
   "se": null,
   "t": 0.489,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.252,
   "se": null,
   "t": -1.471,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.055,
   "se": null,
   "t": 4.682,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.183,
   "se": null,
   "t": 3.124,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.02,
   "se": null,
   "t": 0.46,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.031,
   "se": null,
   "t": -0.679,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogDISCOAST",
   "taxonomy_id": "water_proximity",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 0.233,
   "se": null,
   "t": 0.763,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to coastline, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.065,
   "se": null,
   "t": -1.51,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.345,
   "se": null,
   "t": -0.718,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T2-1C",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 0.023,
   "se": null,
   "t": 0.301,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 54,
   "confidence": "high",
   "notes": "distance to school, log"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.162,
   "se": null,
   "t": -3.44,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 2.385,
   "se": null,
   "t": 10.622,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.025,
   "se": null,
   "t": 0.569,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.117,
   "se": null,
   "t": -0.986,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.032,
   "se": null,
   "t": 3.975,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.152,
   "se": null,
   "t": 3.484,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.028,
   "se": null,
   "t": 0.891,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.028,
   "se": null,
   "t": 0.841,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "Log(DISCOAST*FLODRATE)",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "index",
   "beta": -0.02,
   "se": null,
   "t": -0.239,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "interaction: log of distance to coastline x flood rate (coastal disamenity-adjusted distance)"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.028,
   "se": null,
   "t": -0.898,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.494,
   "se": null,
   "t": -1.545,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T3-2A",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.004,
   "se": null,
   "t": -0.062,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to school, log"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.101,
   "se": null,
   "t": -1.318,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 1.863,
   "se": null,
   "t": 6.147,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.073,
   "se": null,
   "t": 1.116,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.103,
   "se": null,
   "t": 0.612,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.009,
   "se": null,
   "t": 0.75,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.058,
   "se": null,
   "t": 0.833,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.006,
   "se": null,
   "t": -0.14,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.044,
   "se": null,
   "t": 0.859,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "Log(DISCOAST*FLODRATE)",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "index",
   "beta": 0.047,
   "se": null,
   "t": 0.387,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "interaction: log of distance to coastline x flood rate (coastal disamenity-adjusted distance)"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.051,
   "se": null,
   "t": -0.91,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 1.004,
   "se": null,
   "t": 1.049,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T3-2B",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.079,
   "se": null,
   "t": -0.751,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to school, log"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LogBLDAGE",
   "taxonomy_id": "age",
   "x_transform": "log",
   "x_unit": "years",
   "beta": -0.237,
   "se": null,
   "t": -3.78,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building age, log"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LogBFLOAREA",
   "taxonomy_id": "living_area",
   "x_transform": "log",
   "x_unit": "m2",
   "beta": 2.712,
   "se": null,
   "t": 8.395,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building floor area, log"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "NBEDROOM",
   "taxonomy_id": "bedrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.017,
   "se": null,
   "t": 0.294,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "NBATROOM",
   "taxonomy_id": "bathrooms",
   "x_transform": "level",
   "x_unit": "count",
   "beta": -0.293,
   "se": null,
   "t": -1.696,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "NFLOORS",
   "taxonomy_id": "storeys",
   "x_transform": "level",
   "x_unit": "count",
   "beta": 0.053,
   "se": null,
   "t": 4.602,
   "p": null,
   "p_stars": "***",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "number of floors"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "GARAGE_YES",
   "taxonomy_id": "garage",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.198,
   "se": null,
   "t": 3.478,
   "p": null,
   "p_stars": "**",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": ""
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "BLDCOND_Excellent",
   "taxonomy_id": "condition",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": 0.022,
   "se": null,
   "t": 0.517,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "building condition excellent dummy"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LSCAPQUA_Excellent",
   "taxonomy_id": "landscaping",
   "x_transform": "binary",
   "x_unit": "binary",
   "beta": -0.028,
   "se": null,
   "t": -0.597,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "landscape quality excellent dummy"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "Log(DISCOAST*FLODRATE)",
   "taxonomy_id": "other",
   "x_transform": "log",
   "x_unit": "index",
   "beta": -0.085,
   "se": null,
   "t": -0.319,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "interaction: log of distance to coastline x flood rate (coastal disamenity-adjusted distance)"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LogDISTWORK",
   "taxonomy_id": "employment_access",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.052,
   "se": null,
   "t": -1.241,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to workplace, log"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LogDISBSTOP",
   "taxonomy_id": "transit_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": -0.687,
   "se": null,
   "t": -1.525,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to bus stop, log"
  },
  {
   "model_id": "T3-2C",
   "var_name_printed": "LogDISTSCH",
   "taxonomy_id": "school_distance",
   "x_transform": "log",
   "x_unit": "m",
   "beta": 0.015,
   "se": null,
   "t": 0.195,
   "p": null,
   "p_stars": "",
   "ci_lo": null,
   "ci_hi": null,
   "page": 55,
   "confidence": "high",
   "notes": "distance to school, log"
  }
 ]
}